10457796
12269
Marc Zöller
3797
Supervised Classification
predictive_accuracy
18230
sklearn.pipeline.Pipeline(step_0=automl.components.feature_preprocessing.multi_column_label_encoder.MultiColumnLabelEncoderComponent,step_1=sklearn.feature_selection._variance_threshold.VarianceThreshold,step_2=sklearn.linear_model._stochastic_gradient.SGDClassifier)(1)
8269617
alpha
1.022102832412263
17703
average
true
17703
class_weight
null
17703
early_stopping
false
17703
epsilon
2.480084922915019
17703
eta0
0.655801223958592
17703
fit_intercept
true
17703
l1_ratio
0.916421959075628
17703
learning_rate
"adaptive"
17703
loss
"squared_epsilon_insensitive"
17703
max_iter
1019
17703
n_iter_no_change
30
17703
n_jobs
1
17703
penalty
"elasticnet"
17703
power_t
0.830301414126187
17703
random_state
42
17703
shuffle
false
17703
tol
0.5209098988366043
17703
validation_fraction
0.1
17703
verbose
0
17703
warm_start
false
17703
columns
null
17711
threshold
0.0
17744
memory
null
18230
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "step_0", "step_name": "step_0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "step_1", "step_name": "step_1"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "step_2", "step_name": "step_2"}}]
18230
verbose
false
18230
automl_meta_features
openml-python
Sklearn_0.22.1.
934
socmob
https://www.openml.org/data/download/53468/socmob.arff
-1
21840219
description
https://api.openml.org/data/download/21840219/description.xml
-1
21840220
predictions
https://api.openml.org/data/download/21840220/predictions.arff
area_under_roc_curve
0.5 [0.5,0.5]
average_cost
0
kappa
0
kb_relative_information_score
0.2644002397828435
mean_absolute_error
0.22145328719723184
mean_prior_absolute_error
0.3450914654188406
weighted_recall
0.7785467128027682 [1,0]
number_of_instances
1156 [900,256]
predictive_accuracy
0.7785467128027682
prior_entropy
0.7628132656485566
relative_absolute_error
0.6417234541817833
root_mean_prior_squared_error
0.41522519218738885
root_mean_squared_error
0.47058823529411764
root_relative_squared_error
1.133332572657932
total_cost
0
unweighted_recall
0.5 [1,0]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.2601946919866622
kb_relative_information_score
0.2601946919866622
kb_relative_information_score
0.2601946919866622
kb_relative_information_score
0.2601946919866622
kb_relative_information_score
0.2601946919866622
kb_relative_information_score
0.2601946919866622
kb_relative_information_score
0.27086625801611963
kb_relative_information_score
0.27086625801611963
kb_relative_information_score
0.27086625801611963
kb_relative_information_score
0.27086625801611963
mean_absolute_error
0.22413793103448276
mean_absolute_error
0.22413793103448276
mean_absolute_error
0.22413793103448276
mean_absolute_error
0.22413793103448276
mean_absolute_error
0.22413793103448276
mean_absolute_error
0.22413793103448276
mean_absolute_error
0.21739130434782608
mean_absolute_error
0.21739130434782608
mean_absolute_error
0.21739130434782608
mean_absolute_error
0.21739130434782608
mean_prior_absolute_error
0.34658447978083506
mean_prior_absolute_error
0.34658447978083506
mean_prior_absolute_error
0.34658447978083506
mean_prior_absolute_error
0.34658447978083506
mean_prior_absolute_error
0.34658447978083506
mean_prior_absolute_error
0.34658447978083506
mean_prior_absolute_error
0.34283246977547505
mean_prior_absolute_error
0.34283246977547505
mean_prior_absolute_error
0.34283246977547505
mean_prior_absolute_error
0.34283246977547505
number_of_instances
116 [90,26]
number_of_instances
116 [90,26]
number_of_instances
116 [90,26]
number_of_instances
116 [90,26]
number_of_instances
116 [90,26]
number_of_instances
116 [90,26]
number_of_instances
115 [90,25]
number_of_instances
115 [90,25]
number_of_instances
115 [90,25]
number_of_instances
115 [90,25]
predictive_accuracy
0.7758620689655173
predictive_accuracy
0.7758620689655173
predictive_accuracy
0.7758620689655173
predictive_accuracy
0.7758620689655173
predictive_accuracy
0.7758620689655173
predictive_accuracy
0.7758620689655173
predictive_accuracy
0.782608695652174
predictive_accuracy
0.782608695652174
predictive_accuracy
0.782608695652174
predictive_accuracy
0.782608695652174
prior_entropy
0.7676718233145866
prior_entropy
0.7676718233145866
prior_entropy
0.7676718233145866
prior_entropy
0.7676718233145866
prior_entropy
0.7676718233145866
prior_entropy
0.7676718233145866
prior_entropy
0.7554620566582322
prior_entropy
0.7554620566582322
prior_entropy
0.7554620566582322
prior_entropy
0.7554620566582322
relative_absolute_error
0.6467050433886071
relative_absolute_error
0.6467050433886071
relative_absolute_error
0.6467050433886071
relative_absolute_error
0.6467050433886071
relative_absolute_error
0.6467050433886071
relative_absolute_error
0.6467050433886071
relative_absolute_error
0.6341036031102835
relative_absolute_error
0.6341036031102835
relative_absolute_error
0.6341036031102835
relative_absolute_error
0.6341036031102835
root_mean_prior_squared_error
0.4170191537436231
root_mean_prior_squared_error
0.4170191537436231
root_mean_prior_squared_error
0.4170191537436231
root_mean_prior_squared_error
0.4170191537436231
root_mean_prior_squared_error
0.4170191537436231
root_mean_prior_squared_error
0.4170191537436231
root_mean_prior_squared_error
0.41249601765797395
root_mean_prior_squared_error
0.41249601765797395
root_mean_prior_squared_error
0.41249601765797395
root_mean_prior_squared_error
0.41249601765797395
root_mean_squared_error
0.4734320764739993
root_mean_squared_error
0.4734320764739993
root_mean_squared_error
0.4734320764739993
root_mean_squared_error
0.4734320764739993
root_mean_squared_error
0.4734320764739993
root_mean_squared_error
0.4734320764739993
root_mean_squared_error
0.4662524041201569
root_mean_squared_error
0.4662524041201569
root_mean_squared_error
0.4662524041201569
root_mean_squared_error
0.4662524041201569
root_relative_squared_error
1.1352765747662947
root_relative_squared_error
1.1352765747662947
root_relative_squared_error
1.1352765747662947
root_relative_squared_error
1.1352765747662947
root_relative_squared_error
1.1352765747662947
root_relative_squared_error
1.1352765747662947
root_relative_squared_error
1.1303197707638375
root_relative_squared_error
1.1303197707638375
root_relative_squared_error
1.1303197707638375
root_relative_squared_error
1.1303197707638375
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
15.625
wall_clock_time_millis
25.381088256835938
wall_clock_time_millis
21.267175674438477
wall_clock_time_millis
23.843050003051758
wall_clock_time_millis
23.758888244628906
wall_clock_time_millis
23.090124130249023
wall_clock_time_millis
20.954608917236328
wall_clock_time_millis
21.5761661529541
wall_clock_time_millis
21.195411682128906
wall_clock_time_millis
23.704051971435547
wall_clock_time_millis
21.114826202392578
wall_clock_time_millis_testing
2.274751663208008
wall_clock_time_millis_testing
2.0821094512939453
wall_clock_time_millis_testing
2.46429443359375
wall_clock_time_millis_testing
2.2821426391601562
wall_clock_time_millis_testing
3.568410873413086
wall_clock_time_millis_testing
2.100706100463867
wall_clock_time_millis_testing
2.2284984588623047
wall_clock_time_millis_testing
2.3674964904785156
wall_clock_time_millis_testing
4.2438507080078125
wall_clock_time_millis_testing
2.117633819580078
wall_clock_time_millis_training
23.10633659362793
wall_clock_time_millis_training
19.18506622314453
wall_clock_time_millis_training
21.378755569458008
wall_clock_time_millis_training
21.47674560546875
wall_clock_time_millis_training
19.521713256835938
wall_clock_time_millis_training
18.85390281677246
wall_clock_time_millis_training
19.347667694091797
wall_clock_time_millis_training
18.82791519165039
wall_clock_time_millis_training
19.460201263427734
wall_clock_time_millis_training
18.9971923828125
weighted_recall
0.7758620689655172 [1,0]
weighted_recall
0.7758620689655172 [1,0]
weighted_recall
0.7758620689655172 [1,0]
weighted_recall
0.7758620689655172 [1,0]
weighted_recall
0.7758620689655172 [1,0]
weighted_recall
0.7758620689655172 [1,0]
weighted_recall
0.782608695652174 [1,0]
weighted_recall
0.782608695652174 [1,0]
weighted_recall
0.782608695652174 [1,0]
weighted_recall
0.782608695652174 [1,0]