10317901
8323
Heinrich Peters
3481
Supervised Classification
12736
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,histgradientboostingclassifier=sklearn.ensemble._hist_gradient_boosting.gradient_boosting.HistGradientBoostingClassifier)(1)
8156233
l2_regularization
1e-05
12677
learning_rate
1.0
12677
loss
"auto"
12677
max_bins
64
12677
max_depth
14
12677
max_iter
500
12677
max_leaf_nodes
16
12677
min_samples_leaf
16
12677
n_iter_no_change
null
12677
random_state
16592
12677
scoring
null
12677
tol
1e-07
12677
validation_fraction
0.2
12677
verbose
0
12677
memory
null
12736
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "histgradientboostingclassifier", "step_name": "histgradientboostingclassifier"}}]
12736
verbose
false
12736
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
openml-python
Sklearn_0.21.2.
300
isolet
https://www.openml.org/data/download/52405/phpB0xrNj
-1
21557485
description
https://api.openml.org/data/download/21557485/description.xml
-1
21557486
predictions
https://api.openml.org/data/download/21557486/predictions.arff
area_under_roc_curve
0.5000066622185462 [0.5,0.49998,0.5,0.500027,0.5,0.5,0.5,0.5,0.49998,0.5,0.49998,0.5,0.500221,0.49998,0.5,0.5,0.5,0.49998,0.5,0.5,0.5,0.5,0.500047,0.49998,0.5,0.5]
average_cost
0
kappa
0.000013326515996408515
kb_relative_information_score
0.026900999474027198
mean_absolute_error
0.07396335868826041
mean_prior_absolute_error
0.07396449117237175
number_of_instances
7797 [300,300,300,300,300,298,300,300,300,300,300,300,299,300,300,300,300,300,300,300,300,300,300,300,300,300]
predictive_accuracy
0.038476337052712584
prior_entropy
4.700438279892712
recall
0.038476337052712584 [0,0.1,0,0.2,0,0,0,0,0.1,0,0.1,0,0.100334,0.1,0,0,0,0.1,0,0,0,0,0.1,0.1,0,0]
relative_absolute_error
0.9999846888135997
root_mean_prior_squared_error
0.19230768465256318
root_mean_squared_error
0.27196205376533766
root_relative_squared_error
1.4142027358744595
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5]
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
0.026882259396313512
kb_relative_information_score
0.026882259396313626
kb_relative_information_score
0.02688225939631374
kb_relative_information_score
0.026882259396313765
kb_relative_information_score
0.026882259396313203
kb_relative_information_score
0.02688225939631342
kb_relative_information_score
0.026882259396313595
kb_relative_information_score
0.026932206014623074
kb_relative_information_score
0.026969952556286408
kb_relative_information_score
0.026932189075297475
mean_absolute_error
0.0739644970414214
mean_absolute_error
0.0739644970414214
mean_absolute_error
0.0739644970414214
mean_absolute_error
0.0739644970414214
mean_absolute_error
0.0739644970414214
mean_absolute_error
0.0739644970414214
mean_absolute_error
0.0739644970414214
mean_absolute_error
0.07396069912116253
mean_absolute_error
0.07396069912116253
mean_absolute_error
0.07396069912116253
mean_prior_absolute_error
0.07396449704142057
mean_prior_absolute_error
0.07396449704142057
mean_prior_absolute_error
0.07396449704142057
mean_prior_absolute_error
0.07396449704142057
mean_prior_absolute_error
0.07396449704142057
mean_prior_absolute_error
0.07396449704142057
mean_prior_absolute_error
0.07396449704142057
mean_prior_absolute_error
0.07396448587535052
mean_prior_absolute_error
0.07396447325283656
mean_prior_absolute_error
0.07396447325283656
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
780 [30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
779 [30,30,30,30,30,30,30,30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
number_of_instances
779 [30,30,30,30,30,29,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30,30]
predictive_accuracy
0.038461538461538464
predictive_accuracy
0.038461538461538464
predictive_accuracy
0.038461538461538464
predictive_accuracy
0.038461538461538464
predictive_accuracy
0.038461538461538464
predictive_accuracy
0.038461538461538464
predictive_accuracy
0.038461538461538464
predictive_accuracy
0.038510911424903725
predictive_accuracy
0.038510911424903725
predictive_accuracy
0.038510911424903725
prior_entropy
4.700441149362989
prior_entropy
4.700441149362989
prior_entropy
4.700441149362989
prior_entropy
4.700441149362989
prior_entropy
4.700441149362989
prior_entropy
4.700441149362989
prior_entropy
4.700441149362989
prior_entropy
4.700435698259304
prior_entropy
4.700429514669705
prior_entropy
4.700429514669705
recall
0.038461538461538464 [0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0]
recall
0.038461538461538464 [0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
recall
0.038461538461538464 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0]
recall
0.038461538461538464 [0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
recall
0.038461538461538464 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0]
recall
0.038461538461538464 [0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
recall
0.038461538461538464 [0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
recall
0.038510911424903725 [0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0]
recall
0.038510911424903725 [0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0]
recall
0.038510911424903725 [0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0]
relative_absolute_error
1.0000000000000113
relative_absolute_error
1.0000000000000113
relative_absolute_error
1.0000000000000113
relative_absolute_error
1.0000000000000113
relative_absolute_error
1.0000000000000113
relative_absolute_error
1.0000000000000113
relative_absolute_error
1.0000000000000113
relative_absolute_error
0.9999488030756493
relative_absolute_error
0.9999489737233559
relative_absolute_error
0.9999489737233559
root_mean_prior_squared_error
0.19230769991209876
root_mean_prior_squared_error
0.19230769991209876
root_mean_prior_squared_error
0.19230769991209876
root_mean_prior_squared_error
0.19230769991209876
root_mean_prior_squared_error
0.19230769991209876
root_mean_prior_squared_error
0.19230769991209876
root_mean_prior_squared_error
0.19230769991209876
root_mean_prior_squared_error
0.19230767088031558
root_mean_prior_squared_error
0.19230763806177284
root_mean_prior_squared_error
0.19230763806177284
root_mean_squared_error
0.27196414661021295
root_mean_squared_error
0.27196414661021295
root_mean_squared_error
0.27196414661021295
root_mean_squared_error
0.27196414661021295
root_mean_squared_error
0.27196414661021295
root_mean_squared_error
0.27196414661021295
root_mean_squared_error
0.27196414661021295
root_mean_squared_error
0.2719571641291373
root_mean_squared_error
0.2719571641291373
root_mean_squared_error
0.2719571641291373
root_relative_squared_error
1.414213506450985
root_relative_squared_error
1.414213506450985
root_relative_squared_error
1.414213506450985
root_relative_squared_error
1.414213506450985
root_relative_squared_error
1.414213506450985
root_relative_squared_error
1.414213506450985
root_relative_squared_error
1.414213506450985
root_relative_squared_error
1.414177411042497
root_relative_squared_error
1.4141776523810226
root_relative_squared_error
1.4141776523810226
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
usercpu_time_millis
10877.102893000028
usercpu_time_millis
11699.645554999961
usercpu_time_millis
10941.87838699986
usercpu_time_millis
10486.555387999942
usercpu_time_millis
10764.358768999955
usercpu_time_millis
11119.411609999815
usercpu_time_millis
11178.245421000156
usercpu_time_millis
11424.310660999936
usercpu_time_millis
11662.095174999877
usercpu_time_millis
11330.713228999912
usercpu_time_millis_testing
357.19802099993103
usercpu_time_millis_testing
221.46464699994795
usercpu_time_millis_testing
282.84565399985695
usercpu_time_millis_testing
206.1332499999935
usercpu_time_millis_testing
205.85587100003977
usercpu_time_millis_testing
210.8860039998035
usercpu_time_millis_testing
273.74905400006355
usercpu_time_millis_testing
208.30746399997224
usercpu_time_millis_testing
208.32006000000547
usercpu_time_millis_testing
207.70219899986841
usercpu_time_millis_training
10519.904872000097
usercpu_time_millis_training
11478.180908000013
usercpu_time_millis_training
10659.032733000004
usercpu_time_millis_training
10280.422137999949
usercpu_time_millis_training
10558.502897999915
usercpu_time_millis_training
10908.525606000012
usercpu_time_millis_training
10904.496367000093
usercpu_time_millis_training
11216.003196999964
usercpu_time_millis_training
11453.775114999871
usercpu_time_millis_training
11123.011030000043
wall_clock_time_millis
10878.08346748352
wall_clock_time_millis
11699.951648712158
wall_clock_time_millis
10942.128419876099
wall_clock_time_millis
10488.924741744995
wall_clock_time_millis
10764.558553695679
wall_clock_time_millis
11119.620084762573
wall_clock_time_millis
11178.451299667358
wall_clock_time_millis
11424.509763717651
wall_clock_time_millis
11662.314176559448
wall_clock_time_millis
11330.921173095703
wall_clock_time_millis_testing
357.2123050689697
wall_clock_time_millis_testing
221.47393226623535
wall_clock_time_millis_testing
282.867431640625
wall_clock_time_millis_testing
206.1448097229004
wall_clock_time_millis_testing
205.86419105529785
wall_clock_time_millis_testing
210.89458465576172
wall_clock_time_millis_testing
273.76866340637207
wall_clock_time_millis_testing
208.31727981567383
wall_clock_time_millis_testing
208.3289623260498
wall_clock_time_millis_testing
207.72171020507812
wall_clock_time_millis_training
10520.87116241455
wall_clock_time_millis_training
11478.477716445923
wall_clock_time_millis_training
10659.260988235474
wall_clock_time_millis_training
10282.779932022095
wall_clock_time_millis_training
10558.69436264038
wall_clock_time_millis_training
10908.725500106812
wall_clock_time_millis_training
10904.682636260986
wall_clock_time_millis_training
11216.192483901978
wall_clock_time_millis_training
11453.985214233398
wall_clock_time_millis_training
11123.199462890625