-----------------------------------------------------------
dim =  3 width =  500 reg_svd =  1e-06 r_m 0.05
rmse_swim = 0.001267236097670472 rel_err_swim = 0.0020430030286714596 time = 1.2703704833984375
rmse_elm = 0.008166252622013797 rel_err_elm =  0.013165406880643332 time = 0.8078889846801758
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  500 reg_svd =  1e-06 r_m 0.005
rmse_swim = 0.001267236097670472 rel_err_swim = 0.0020430030286714596 time = 1.481865406036377
rmse_elm = 0.009472081846782165 rel_err_elm =  0.015270628682668744 time = 0.6508972644805908
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  500 reg_svd =  1e-06 r_m 0.1
rmse_swim = 0.001267236097670472 rel_err_swim = 0.0020430030286714596 time = 1.3969357013702393
rmse_elm = 0.0009592664649371853 rel_err_elm =  0.0015465028945847235 time = 0.8739051818847656
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  500 reg_svd =  1e-06 r_m 0.05
rmse_swim = 0.002418336623207085 rel_err_swim = 0.003799707278507425 time = 0.8146717548370361
rmse_elm = 0.0022333286821056213 rel_err_elm =  0.003509021518039285 time = 0.711449384689331
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  500 reg_svd =  1e-06 r_m 0.005
rmse_swim = 0.002418336623207085 rel_err_swim = 0.003799707278507425 time = 0.8020100593566895
rmse_elm = 0.0043352780470545926 rel_err_elm =  0.00681161894157702 time = 0.6734869480133057
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  500 reg_svd =  1e-06 r_m 0.1
rmse_swim = 0.002418336623207085 rel_err_swim = 0.003799707278507425 time = 0.8729698657989502
rmse_elm = 0.000468670173644351 rel_err_elm =  0.0007363778280188938 time = 0.713062047958374
-----------------------------------------------------------

