10457811
12269
Marc Zöller
3797
Supervised Classification
predictive_accuracy
18209
sklearn.pipeline.Pipeline(step_0=automl.components.feature_preprocessing.one_hot_encoding.OneHotEncoderComponent,step_1=sklearn.preprocessing._data.RobustScaler,step_2=sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier)(1)
8269632
l2_regularization
0.015002132946372941
17709
learning_rate
3.528995754723182e-06
17709
loss
"auto"
17709
max_bins
67
17709
max_depth
51
17709
max_iter
585
17709
max_leaf_nodes
866
17709
min_samples_leaf
417
17709
n_iter_no_change
6
17709
random_state
42
17709
scoring
"jaccard_weighted"
17709
tol
0.034147185228610905
17709
validation_fraction
0.07761075824333362
17709
verbose
0
17709
warm_start
false
17709
copy
false
17867
quantile_range
[16.901639156270186, 59.62464367198086]
17867
with_centering
true
17867
with_scaling
false
17867
memory
null
18209
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"}}]
18209
verbose
false
18209
automl_meta_features
openml-python
Sklearn_0.22.1.
934
socmob
https://www.openml.org/data/download/53468/socmob.arff
-1
21840249
description
https://api.openml.org/data/download/21840249/description.xml
-1
21840250
predictions
https://api.openml.org/data/download/21840250/predictions.arff
area_under_roc_curve
0.6690668402777779 [0.669067,0.669067]
average_cost
0
kappa
0
kb_relative_information_score
0.0007407649250593994
mean_absolute_error
0.34478655385918955
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
0.9991164326266921
root_mean_prior_squared_error
0.41522519218738885
root_mean_squared_error
0.41522546009841965
root_relative_squared_error
1.0000006452186327
total_cost
0
unweighted_recall
0.5 [1,0]
area_under_roc_curve
0.8141025641025642 [0.814103,0.814103]
area_under_roc_curve
0.8555555555555555 [0.855556,0.855556]
area_under_roc_curve
0.8282051282051283 [0.828205,0.828205]
area_under_roc_curve
0.8722222222222222 [0.872222,0.872222]
area_under_roc_curve
0.8141025641025642 [0.814103,0.814103]
area_under_roc_curve
0.8666666666666667 [0.866667,0.866667]
area_under_roc_curve
0.7911111111111112 [0.791111,0.791111]
area_under_roc_curve
0.8388888888888889 [0.838889,0.838889]
area_under_roc_curve
0.8444444444444444 [0.844444,0.844444]
area_under_roc_curve
0.8522222222222222 [0.852222,0.852222]
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
0.0011646634794711505
kb_relative_information_score
0.001165651823612583
kb_relative_information_score
0.0011657589668045525
kb_relative_information_score
0.0011662732732454978
kb_relative_information_score
0.0011646614610525126
kb_relative_information_score
0.001166069549815552
kb_relative_information_score
0.00008645446481057582
kb_relative_information_score
0.00008769232749167497
kb_relative_information_score
0.00008790377924865635
kb_relative_information_score
0.00008881254717318403
mean_absolute_error
0.3461020193635574
mean_absolute_error
0.34610160971558956
mean_absolute_error
0.34610156530667746
mean_absolute_error
0.34610135213763077
mean_absolute_error
0.34610202020014236
mean_absolute_error
0.3461014365767606
mean_absolute_error
0.3427972441082994
mean_absolute_error
0.3427967397263475
mean_absolute_error
0.3427966535677697
mean_absolute_error
0.342796283279162
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
0.9986079572357573
relative_absolute_error
0.9986067752787116
relative_absolute_error
0.9986066471457032
relative_absolute_error
0.9986060320891755
relative_absolute_error
0.9986079596495556
relative_absolute_error
0.9986062757213482
relative_absolute_error
0.9998972510766011
relative_absolute_error
0.999895779856701
relative_absolute_error
0.9998955285427639
relative_absolute_error
0.9998944484565981
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
0.41702203843842384
root_mean_squared_error
0.41702172058104087
root_mean_squared_error
0.4170218872132993
root_mean_squared_error
0.4170215769178187
root_mean_squared_error
0.41702203200638477
root_mean_squared_error
0.41702160733784693
root_mean_squared_error
0.41249296313400846
root_mean_squared_error
0.41249258852675497
root_mean_squared_error
0.4124925352199408
root_mean_squared_error
0.4124924396017164
root_relative_squared_error
1.0000069174156028
root_relative_squared_error
1.0000061552026922
root_relative_squared_error
1.0000065547820807
root_relative_squared_error
1.0000058107023955
root_relative_squared_error
1.000006901991757
root_relative_squared_error
1.0000058836487529
root_relative_squared_error
0.9999925950219282
root_relative_squared_error
0.9999916868743643
root_relative_squared_error
0.9999915576444763
root_relative_squared_error
0.9999913258404824
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
1312.5
usercpu_time_millis
515.625
usercpu_time_millis
250
usercpu_time_millis
437.5
usercpu_time_millis
234.375
usercpu_time_millis
312.5
usercpu_time_millis
437.5
usercpu_time_millis
250
usercpu_time_millis
250
usercpu_time_millis
250
usercpu_time_millis_testing
0
usercpu_time_millis_testing
125
usercpu_time_millis_testing
0
usercpu_time_millis_testing
109.375
usercpu_time_millis_testing
0
usercpu_time_millis_testing
109.375
usercpu_time_millis_testing
109.375
usercpu_time_millis_testing
0
usercpu_time_millis_testing
125
usercpu_time_millis_testing
0
usercpu_time_millis_training
1312.5
usercpu_time_millis_training
390.625
usercpu_time_millis_training
250
usercpu_time_millis_training
328.125
usercpu_time_millis_training
234.375
usercpu_time_millis_training
203.125
usercpu_time_millis_training
328.125
usercpu_time_millis_training
250
usercpu_time_millis_training
125
usercpu_time_millis_training
250
wall_clock_time_millis
218.85204315185547
wall_clock_time_millis
67.91830062866211
wall_clock_time_millis
27.53305435180664
wall_clock_time_millis
60.674190521240234
wall_clock_time_millis
38.285017013549805
wall_clock_time_millis
41.56994819641113
wall_clock_time_millis
57.149410247802734
wall_clock_time_millis
29.293298721313477
wall_clock_time_millis
28.32818031311035
wall_clock_time_millis
26.5042781829834
wall_clock_time_millis_testing
13.95416259765625
wall_clock_time_millis_testing
5.89442253112793
wall_clock_time_millis_testing
4.901885986328125
wall_clock_time_millis_testing
8.371829986572266
wall_clock_time_millis_testing
8.339881896972656
wall_clock_time_millis_testing
5.79380989074707
wall_clock_time_millis_testing
8.549928665161133
wall_clock_time_millis_testing
5.289554595947266
wall_clock_time_millis_testing
5.151033401489258
wall_clock_time_millis_testing
4.842996597290039
wall_clock_time_millis_training
204.89788055419922
wall_clock_time_millis_training
62.02387809753418
wall_clock_time_millis_training
22.631168365478516
wall_clock_time_millis_training
52.30236053466797
wall_clock_time_millis_training
29.94513511657715
wall_clock_time_millis_training
35.77613830566406
wall_clock_time_millis_training
48.5994815826416
wall_clock_time_millis_training
24.00374412536621
wall_clock_time_millis_training
23.177146911621094
wall_clock_time_millis_training
21.66128158569336
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]