python retrain/src/multiple_C.py electricity normal;
python retrain/src/multiple_C.py airplanes normal;
python retrain/src/multiple_C.py yelp normal;
python retrain/src/multiple_C.py epicgames normal;
python retrain/src/multiple_C.py gauss normal;
python retrain/src/multiple_C.py circles normal;







[[models]]
name = 'cara'
variant = 'cumul_threshold'
relative_pe = false

[[models]]
name = 'cara'
variant = 'threshold'
relative_pe = false

[[models]]
name = 'cara'
variant = 'periodic'
relative_pe = false


[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = true



[[models]]
name = 'oracle'
relative_pe = false


[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = false
var = 'from_val'
loss_is_01 = true



[[models]]
name = 'gp'
variant = 'mean'


[[models]]
name = 'adwin'
significance = 0.05

[[models]]
name = 'adwin'
significance = 0.5

[[models]]
name = 'fhddm'
significance = 0.05


[[models]]
name = 'fhddm'
significance = 0.5

[[models]]
name = 'kswin'
significance = 0.05


[[models]]
name = 'kswin'
significance = 0.5


[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = true


[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = false
var = 'from_val'
loss_is_01 = true


[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = false
var = 'from_val'
loss_is_01 = false



[[models]]
name = 'cara_oracle'
relative_pe = true

[[models]]
name = 'oracle'
relative_pe = false

[[models]]
name = 'cara_oracle'
relative_pe = false





[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = false
model_alpha = 0

[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = false
model_alpha = 0.01

[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = false
model_alpha = 0.02

[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = false
model_alpha = 0.03

[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = false
model_alpha = 0.04

[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = false
model_alpha = 0.05

[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = false
model_alpha = 0.06

[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = false
model_alpha = 0.07

[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = false
model_alpha = 0.08

[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = false
model_alpha = 0.09

[[models]]
name = 'gp'
variant = 'linear'
features = 'time_since_train second_order shift_dist'
unc = true
var = 'from_val'
loss_is_01 = false
model_alpha = 0.1


[[models]]
name = 'cara'
variant = 'threshold'
model_alpha = 0

[[models]]
name = 'cara'
variant = 'threshold'
model_alpha = 0.01

[[models]]
name = 'cara'
variant = 'threshold'
model_alpha = 0.02

[[models]]
name = 'cara'
variant = 'threshold'
model_alpha = 0.03

[[models]]
name = 'cara'
variant = 'threshold'
model_alpha = 0.04

[[models]]
name = 'cara'
variant = 'threshold'
model_alpha = 0.05

[[models]]
name = 'cara'
variant = 'threshold'
model_alpha = 0.06

[[models]]
name = 'cara'
variant = 'threshold'
model_alpha = 0.07

[[models]]
name = 'cara'
variant = 'threshold'
model_alpha = 0.08

[[models]]
name = 'cara'
variant = 'threshold'
model_alpha = 0.09

[[models]]
name = 'cara'
variant = 'threshold'
model_alpha = 0.1