astra benchmark synthetic_datasets/classification_ns100_nf10_ni2_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf10_ni2_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni2_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf10_ni2_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni2_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf10_ni2_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni5_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf10_ni5_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni5_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf10_ni5_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni5_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf10_ni5_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni5_nr1_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf10_ni5_nr1_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni5_nr1_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf10_ni5_nr1_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni5_nr1_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf10_ni5_nr1_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni7_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf10_ni7_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni7_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf10_ni7_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni7_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf10_ni7_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni7_nr1_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf10_ni7_nr1_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni7_nr1_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf10_ni7_nr1_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf10_ni7_nr1_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf10_ni7_nr1_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni12_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf50_ni12_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni12_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf50_ni12_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni12_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf50_ni12_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni12_nr1_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf50_ni12_nr1_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni12_nr1_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf50_ni12_nr1_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni12_nr1_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf50_ni12_nr1_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni12_nr2_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf50_ni12_nr2_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni12_nr2_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf50_ni12_nr2_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni12_nr2_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf50_ni12_nr2_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni25_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf50_ni25_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni25_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf50_ni25_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni25_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf50_ni25_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni25_nr2_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf50_ni25_nr2_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni25_nr2_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf50_ni25_nr2_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni25_nr2_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf50_ni25_nr2_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni25_nr5_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf50_ni25_nr5_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni25_nr5_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf50_ni25_nr5_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni25_nr5_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf50_ni25_nr5_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni37_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf50_ni37_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni37_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf50_ni37_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni37_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf50_ni37_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni37_nr3_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf50_ni37_nr3_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni37_nr3_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf50_ni37_nr3_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni37_nr3_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf50_ni37_nr3_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni37_nr7_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf50_ni37_nr7_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni37_nr7_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf50_ni37_nr7_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf50_ni37_nr7_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf50_ni37_nr7_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni25_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf100_ni25_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni25_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf100_ni25_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni25_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf100_ni25_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni25_nr2_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf100_ni25_nr2_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni25_nr2_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf100_ni25_nr2_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni25_nr2_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf100_ni25_nr2_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni25_nr5_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf100_ni25_nr5_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni25_nr5_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf100_ni25_nr5_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni25_nr5_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf100_ni25_nr5_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni50_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf100_ni50_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni50_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf100_ni50_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni50_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf100_ni50_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni50_nr5_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf100_ni50_nr5_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni50_nr5_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf100_ni50_nr5_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni50_nr5_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf100_ni50_nr5_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni50_nr10_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf100_ni50_nr10_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni50_nr10_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf100_ni50_nr10_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni50_nr10_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf100_ni50_nr10_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni75_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf100_ni75_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni75_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf100_ni75_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni75_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf100_ni75_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni75_nr7_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf100_ni75_nr7_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni75_nr7_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf100_ni75_nr7_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni75_nr7_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf100_ni75_nr7_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni75_nr15_nrep0_w0.5-0.5_train.pkl --name classification_ns100_nf100_ni75_nr15_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni75_nr15_nrep0_w0.7-0.3_train.pkl --name classification_ns100_nf100_ni75_nr15_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns100_nf100_ni75_nr15_nrep0_w0.9-0.1_train.pkl --name classification_ns100_nf100_ni75_nr15_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni25_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf100_ni25_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni25_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf100_ni25_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni25_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf100_ni25_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni25_nr2_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf100_ni25_nr2_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni25_nr2_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf100_ni25_nr2_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni25_nr2_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf100_ni25_nr2_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni25_nr5_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf100_ni25_nr5_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni25_nr5_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf100_ni25_nr5_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni25_nr5_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf100_ni25_nr5_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni50_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf100_ni50_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni50_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf100_ni50_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni50_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf100_ni50_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni50_nr5_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf100_ni50_nr5_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni50_nr5_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf100_ni50_nr5_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni50_nr5_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf100_ni50_nr5_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni50_nr10_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf100_ni50_nr10_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni50_nr10_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf100_ni50_nr10_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni50_nr10_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf100_ni50_nr10_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni75_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf100_ni75_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni75_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf100_ni75_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni75_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf100_ni75_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni75_nr7_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf100_ni75_nr7_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni75_nr7_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf100_ni75_nr7_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni75_nr7_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf100_ni75_nr7_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni75_nr15_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf100_ni75_nr15_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni75_nr15_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf100_ni75_nr15_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf100_ni75_nr15_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf100_ni75_nr15_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni125_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni125_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni125_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr12_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni125_nr12_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr12_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni125_nr12_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr12_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni125_nr12_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr25_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni125_nr25_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr25_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni125_nr25_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr25_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni125_nr25_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr25_nrep1_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni125_nr25_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr25_nrep1_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni125_nr25_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni125_nr25_nrep1_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni125_nr25_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni250_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni250_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni250_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr25_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni250_nr25_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr25_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni250_nr25_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr25_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni250_nr25_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr25_nrep1_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni250_nr25_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr25_nrep1_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni250_nr25_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr25_nrep1_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni250_nr25_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr50_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni250_nr50_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr50_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni250_nr50_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr50_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni250_nr50_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr50_nrep2_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni250_nr50_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr50_nrep2_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni250_nr50_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni250_nr50_nrep2_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni250_nr50_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni375_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni375_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni375_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr37_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni375_nr37_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr37_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni375_nr37_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr37_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni375_nr37_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr37_nrep1_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni375_nr37_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr37_nrep1_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni375_nr37_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr37_nrep1_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni375_nr37_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr75_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni375_nr75_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr75_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni375_nr75_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr75_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni375_nr75_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr75_nrep3_w0.5-0.5_train.pkl --name classification_ns1000_nf500_ni375_nr75_nrep3_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr75_nrep3_w0.7-0.3_train.pkl --name classification_ns1000_nf500_ni375_nr75_nrep3_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf500_ni375_nr75_nrep3_w0.9-0.1_train.pkl --name classification_ns1000_nf500_ni375_nr75_nrep3_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni250_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni250_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni250_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr25_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni250_nr25_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr25_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni250_nr25_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr25_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni250_nr25_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr25_nrep1_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni250_nr25_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr25_nrep1_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni250_nr25_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr25_nrep1_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni250_nr25_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr50_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni250_nr50_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr50_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni250_nr50_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr50_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni250_nr50_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr50_nrep2_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni250_nr50_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr50_nrep2_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni250_nr50_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni250_nr50_nrep2_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni250_nr50_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni500_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni500_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni500_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr50_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni500_nr50_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr50_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni500_nr50_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr50_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni500_nr50_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr50_nrep2_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni500_nr50_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr50_nrep2_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni500_nr50_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr50_nrep2_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni500_nr50_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr100_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni500_nr100_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr100_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni500_nr100_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr100_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni500_nr100_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr100_nrep1_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni500_nr100_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr100_nrep1_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni500_nr100_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr100_nrep1_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni500_nr100_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr100_nrep5_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni500_nr100_nrep5_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr100_nrep5_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni500_nr100_nrep5_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni500_nr100_nrep5_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni500_nr100_nrep5_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni750_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni750_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni750_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr75_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni750_nr75_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr75_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni750_nr75_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr75_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni750_nr75_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr75_nrep3_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni750_nr75_nrep3_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr75_nrep3_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni750_nr75_nrep3_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr75_nrep3_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni750_nr75_nrep3_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr150_nrep0_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni750_nr150_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr150_nrep0_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni750_nr150_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr150_nrep0_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni750_nr150_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr150_nrep1_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni750_nr150_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr150_nrep1_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni750_nr150_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr150_nrep1_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni750_nr150_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr150_nrep7_w0.5-0.5_train.pkl --name classification_ns1000_nf1000_ni750_nr150_nrep7_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr150_nrep7_w0.7-0.3_train.pkl --name classification_ns1000_nf1000_ni750_nr150_nrep7_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns1000_nf1000_ni750_nr150_nrep7_w0.9-0.1_train.pkl --name classification_ns1000_nf1000_ni750_nr150_nrep7_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni125_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni125_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni125_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr12_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni125_nr12_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr12_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni125_nr12_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr12_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni125_nr12_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr25_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni125_nr25_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr25_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni125_nr25_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr25_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni125_nr25_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr25_nrep1_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni125_nr25_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr25_nrep1_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni125_nr25_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni125_nr25_nrep1_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni125_nr25_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni250_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni250_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni250_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr25_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni250_nr25_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr25_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni250_nr25_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr25_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni250_nr25_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr25_nrep1_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni250_nr25_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr25_nrep1_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni250_nr25_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr25_nrep1_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni250_nr25_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr50_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni250_nr50_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr50_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni250_nr50_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr50_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni250_nr50_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr50_nrep2_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni250_nr50_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr50_nrep2_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni250_nr50_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni250_nr50_nrep2_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni250_nr50_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni375_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni375_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni375_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr37_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni375_nr37_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr37_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni375_nr37_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr37_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni375_nr37_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr37_nrep1_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni375_nr37_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr37_nrep1_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni375_nr37_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr37_nrep1_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni375_nr37_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr75_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni375_nr75_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr75_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni375_nr75_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr75_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni375_nr75_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr75_nrep3_w0.5-0.5_train.pkl --name classification_ns5000_nf500_ni375_nr75_nrep3_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr75_nrep3_w0.7-0.3_train.pkl --name classification_ns5000_nf500_ni375_nr75_nrep3_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf500_ni375_nr75_nrep3_w0.9-0.1_train.pkl --name classification_ns5000_nf500_ni375_nr75_nrep3_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni625_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni625_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni625_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr62_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni625_nr62_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr62_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni625_nr62_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr62_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni625_nr62_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr62_nrep3_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni625_nr62_nrep3_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr62_nrep3_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni625_nr62_nrep3_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr62_nrep3_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni625_nr62_nrep3_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr125_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni625_nr125_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr125_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni625_nr125_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr125_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni625_nr125_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr125_nrep1_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni625_nr125_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr125_nrep1_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni625_nr125_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr125_nrep1_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni625_nr125_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr125_nrep6_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni625_nr125_nrep6_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr125_nrep6_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni625_nr125_nrep6_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni625_nr125_nrep6_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni625_nr125_nrep6_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1250_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1250_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1250_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr125_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1250_nr125_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr125_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1250_nr125_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr125_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1250_nr125_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr125_nrep1_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1250_nr125_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr125_nrep1_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1250_nr125_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr125_nrep1_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1250_nr125_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr125_nrep6_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1250_nr125_nrep6_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr125_nrep6_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1250_nr125_nrep6_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr125_nrep6_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1250_nr125_nrep6_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr250_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1250_nr250_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr250_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1250_nr250_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr250_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1250_nr250_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr250_nrep2_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1250_nr250_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr250_nrep2_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1250_nr250_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr250_nrep2_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1250_nr250_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr250_nrep12_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1250_nr250_nrep12_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr250_nrep12_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1250_nr250_nrep12_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1250_nr250_nrep12_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1250_nr250_nrep12_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1875_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1875_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1875_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr187_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1875_nr187_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr187_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1875_nr187_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr187_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1875_nr187_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr187_nrep1_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1875_nr187_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr187_nrep1_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1875_nr187_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr187_nrep1_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1875_nr187_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr187_nrep9_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1875_nr187_nrep9_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr187_nrep9_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1875_nr187_nrep9_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr187_nrep9_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1875_nr187_nrep9_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr375_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1875_nr375_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr375_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1875_nr375_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr375_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1875_nr375_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr375_nrep3_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1875_nr375_nrep3_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr375_nrep3_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1875_nr375_nrep3_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr375_nrep3_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1875_nr375_nrep3_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr375_nrep18_w0.5-0.5_train.pkl --name classification_ns5000_nf2500_ni1875_nr375_nrep18_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr375_nrep18_w0.7-0.3_train.pkl --name classification_ns5000_nf2500_ni1875_nr375_nrep18_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf2500_ni1875_nr375_nrep18_w0.9-0.1_train.pkl --name classification_ns5000_nf2500_ni1875_nr375_nrep18_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni1250_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni1250_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni1250_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr125_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni1250_nr125_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr125_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni1250_nr125_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr125_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni1250_nr125_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr125_nrep1_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni1250_nr125_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr125_nrep1_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni1250_nr125_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr125_nrep1_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni1250_nr125_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr125_nrep6_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni1250_nr125_nrep6_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr125_nrep6_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni1250_nr125_nrep6_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr125_nrep6_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni1250_nr125_nrep6_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr250_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni1250_nr250_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr250_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni1250_nr250_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr250_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni1250_nr250_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr250_nrep2_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni1250_nr250_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr250_nrep2_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni1250_nr250_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr250_nrep2_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni1250_nr250_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr250_nrep12_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni1250_nr250_nrep12_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr250_nrep12_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni1250_nr250_nrep12_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni1250_nr250_nrep12_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni1250_nr250_nrep12_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni2500_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni2500_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni2500_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr250_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni2500_nr250_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr250_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni2500_nr250_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr250_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni2500_nr250_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr250_nrep2_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni2500_nr250_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr250_nrep2_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni2500_nr250_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr250_nrep2_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni2500_nr250_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr250_nrep12_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni2500_nr250_nrep12_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr250_nrep12_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni2500_nr250_nrep12_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr250_nrep12_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni2500_nr250_nrep12_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr500_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni2500_nr500_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr500_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni2500_nr500_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr500_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni2500_nr500_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr500_nrep5_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni2500_nr500_nrep5_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr500_nrep5_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni2500_nr500_nrep5_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr500_nrep5_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni2500_nr500_nrep5_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr500_nrep25_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni2500_nr500_nrep25_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr500_nrep25_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni2500_nr500_nrep25_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni2500_nr500_nrep25_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni2500_nr500_nrep25_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni3750_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni3750_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni3750_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr375_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni3750_nr375_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr375_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni3750_nr375_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr375_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni3750_nr375_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr375_nrep3_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni3750_nr375_nrep3_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr375_nrep3_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni3750_nr375_nrep3_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr375_nrep3_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni3750_nr375_nrep3_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr375_nrep18_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni3750_nr375_nrep18_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr375_nrep18_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni3750_nr375_nrep18_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr375_nrep18_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni3750_nr375_nrep18_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr750_nrep0_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni3750_nr750_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr750_nrep0_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni3750_nr750_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr750_nrep0_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni3750_nr750_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr750_nrep7_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni3750_nr750_nrep7_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr750_nrep7_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni3750_nr750_nrep7_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr750_nrep7_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni3750_nr750_nrep7_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr750_nrep37_w0.5-0.5_train.pkl --name classification_ns5000_nf5000_ni3750_nr750_nrep37_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr750_nrep37_w0.7-0.3_train.pkl --name classification_ns5000_nf5000_ni3750_nr750_nrep37_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns5000_nf5000_ni3750_nr750_nrep37_w0.9-0.1_train.pkl --name classification_ns5000_nf5000_ni3750_nr750_nrep37_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni250_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni250_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni250_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr25_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni250_nr25_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr25_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni250_nr25_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr25_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni250_nr25_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr25_nrep1_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni250_nr25_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr25_nrep1_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni250_nr25_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr25_nrep1_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni250_nr25_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr50_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni250_nr50_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr50_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni250_nr50_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr50_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni250_nr50_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr50_nrep2_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni250_nr50_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr50_nrep2_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni250_nr50_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni250_nr50_nrep2_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni250_nr50_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni500_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni500_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni500_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr50_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni500_nr50_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr50_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni500_nr50_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr50_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni500_nr50_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr50_nrep2_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni500_nr50_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr50_nrep2_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni500_nr50_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr50_nrep2_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni500_nr50_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr100_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni500_nr100_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr100_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni500_nr100_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr100_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni500_nr100_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr100_nrep1_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni500_nr100_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr100_nrep1_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni500_nr100_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr100_nrep1_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni500_nr100_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr100_nrep5_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni500_nr100_nrep5_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr100_nrep5_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni500_nr100_nrep5_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni500_nr100_nrep5_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni500_nr100_nrep5_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni750_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni750_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni750_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr75_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni750_nr75_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr75_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni750_nr75_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr75_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni750_nr75_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr75_nrep3_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni750_nr75_nrep3_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr75_nrep3_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni750_nr75_nrep3_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr75_nrep3_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni750_nr75_nrep3_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr150_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni750_nr150_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr150_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni750_nr150_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr150_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni750_nr150_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr150_nrep1_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni750_nr150_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr150_nrep1_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni750_nr150_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr150_nrep1_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni750_nr150_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr150_nrep7_w0.5-0.5_train.pkl --name classification_ns10000_nf1000_ni750_nr150_nrep7_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr150_nrep7_w0.7-0.3_train.pkl --name classification_ns10000_nf1000_ni750_nr150_nrep7_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf1000_ni750_nr150_nrep7_w0.9-0.1_train.pkl --name classification_ns10000_nf1000_ni750_nr150_nrep7_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni1250_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni1250_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni1250_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr125_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni1250_nr125_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr125_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni1250_nr125_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr125_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni1250_nr125_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr125_nrep1_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni1250_nr125_nrep1_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr125_nrep1_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni1250_nr125_nrep1_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr125_nrep1_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni1250_nr125_nrep1_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr125_nrep6_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni1250_nr125_nrep6_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr125_nrep6_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni1250_nr125_nrep6_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr125_nrep6_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni1250_nr125_nrep6_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr250_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni1250_nr250_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr250_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni1250_nr250_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr250_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni1250_nr250_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr250_nrep2_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni1250_nr250_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr250_nrep2_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni1250_nr250_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr250_nrep2_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni1250_nr250_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr250_nrep12_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni1250_nr250_nrep12_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr250_nrep12_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni1250_nr250_nrep12_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni1250_nr250_nrep12_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni1250_nr250_nrep12_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni2500_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni2500_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni2500_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr250_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni2500_nr250_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr250_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni2500_nr250_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr250_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni2500_nr250_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr250_nrep2_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni2500_nr250_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr250_nrep2_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni2500_nr250_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr250_nrep2_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni2500_nr250_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr250_nrep12_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni2500_nr250_nrep12_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr250_nrep12_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni2500_nr250_nrep12_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr250_nrep12_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni2500_nr250_nrep12_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr500_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni2500_nr500_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr500_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni2500_nr500_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr500_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni2500_nr500_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr500_nrep5_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni2500_nr500_nrep5_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr500_nrep5_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni2500_nr500_nrep5_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr500_nrep5_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni2500_nr500_nrep5_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr500_nrep25_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni2500_nr500_nrep25_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr500_nrep25_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni2500_nr500_nrep25_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni2500_nr500_nrep25_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni2500_nr500_nrep25_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni3750_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni3750_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni3750_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr375_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni3750_nr375_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr375_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni3750_nr375_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr375_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni3750_nr375_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr375_nrep3_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni3750_nr375_nrep3_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr375_nrep3_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni3750_nr375_nrep3_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr375_nrep3_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni3750_nr375_nrep3_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr375_nrep18_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni3750_nr375_nrep18_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr375_nrep18_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni3750_nr375_nrep18_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr375_nrep18_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni3750_nr375_nrep18_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr750_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni3750_nr750_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr750_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni3750_nr750_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr750_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni3750_nr750_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr750_nrep7_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni3750_nr750_nrep7_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr750_nrep7_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni3750_nr750_nrep7_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr750_nrep7_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni3750_nr750_nrep7_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr750_nrep37_w0.5-0.5_train.pkl --name classification_ns10000_nf5000_ni3750_nr750_nrep37_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr750_nrep37_w0.7-0.3_train.pkl --name classification_ns10000_nf5000_ni3750_nr750_nrep37_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf5000_ni3750_nr750_nrep37_w0.9-0.1_train.pkl --name classification_ns10000_nf5000_ni3750_nr750_nrep37_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni2500_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni2500_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni2500_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr250_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni2500_nr250_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr250_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni2500_nr250_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr250_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni2500_nr250_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr250_nrep2_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni2500_nr250_nrep2_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr250_nrep2_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni2500_nr250_nrep2_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr250_nrep2_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni2500_nr250_nrep2_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr250_nrep12_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni2500_nr250_nrep12_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr250_nrep12_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni2500_nr250_nrep12_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr250_nrep12_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni2500_nr250_nrep12_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr500_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni2500_nr500_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr500_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni2500_nr500_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr500_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni2500_nr500_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr500_nrep5_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni2500_nr500_nrep5_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr500_nrep5_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni2500_nr500_nrep5_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr500_nrep5_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni2500_nr500_nrep5_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr500_nrep25_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni2500_nr500_nrep25_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr500_nrep25_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni2500_nr500_nrep25_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni2500_nr500_nrep25_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni2500_nr500_nrep25_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni5000_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni5000_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni5000_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr500_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni5000_nr500_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr500_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni5000_nr500_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr500_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni5000_nr500_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr500_nrep5_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni5000_nr500_nrep5_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr500_nrep5_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni5000_nr500_nrep5_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr500_nrep5_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni5000_nr500_nrep5_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr500_nrep25_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni5000_nr500_nrep25_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr500_nrep25_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni5000_nr500_nrep25_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr500_nrep25_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni5000_nr500_nrep25_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr1000_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni5000_nr1000_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr1000_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni5000_nr1000_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr1000_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni5000_nr1000_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr1000_nrep10_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni5000_nr1000_nrep10_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr1000_nrep10_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni5000_nr1000_nrep10_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr1000_nrep10_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni5000_nr1000_nrep10_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr1000_nrep50_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni5000_nr1000_nrep50_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr1000_nrep50_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni5000_nr1000_nrep50_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni5000_nr1000_nrep50_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni5000_nr1000_nrep50_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr0_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni7500_nr0_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr0_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni7500_nr0_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr0_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni7500_nr0_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr750_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni7500_nr750_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr750_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni7500_nr750_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr750_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni7500_nr750_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr750_nrep7_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni7500_nr750_nrep7_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr750_nrep7_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni7500_nr750_nrep7_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr750_nrep7_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni7500_nr750_nrep7_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr750_nrep37_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni7500_nr750_nrep37_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr750_nrep37_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni7500_nr750_nrep37_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr750_nrep37_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni7500_nr750_nrep37_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr1500_nrep0_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni7500_nr1500_nrep0_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr1500_nrep0_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni7500_nr1500_nrep0_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr1500_nrep0_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni7500_nr1500_nrep0_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr1500_nrep15_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni7500_nr1500_nrep15_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr1500_nrep15_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni7500_nr1500_nrep15_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr1500_nrep15_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni7500_nr1500_nrep15_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr1500_nrep75_w0.5-0.5_train.pkl --name classification_ns10000_nf10000_ni7500_nr1500_nrep75_w0.5-0.5 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr1500_nrep75_w0.7-0.3_train.pkl --name classification_ns10000_nf10000_ni7500_nr1500_nrep75_w0.7-0.3 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
astra benchmark synthetic_datasets/classification_ns10000_nf10000_ni7500_nr1500_nrep75_w0.9-0.1_train.pkl --name classification_ns10000_nf10000_ni7500_nr1500_nrep75_w0.9-0.1 --use_optuna --main_metric roc_auc --sec_metrics pr_auc mcc --n_jobs 4
