10464845
11598
Robert Marincu
31
Supervised Classification
17376
sklearn.pipeline.Pipeline(imputer=sklearn.impute._base.SimpleImputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(6)
8275518
class_weight
null
17350
criterion
"gini"
17350
max_depth
null
17350
max_features
null
17350
max_leaf_nodes
null
17350
min_impurity_decrease
0.0
17350
min_impurity_split
null
17350
min_samples_leaf
1
17350
min_samples_split
2
17350
min_weight_fraction_leaf
0.0
17350
presort
false
17350
random_state
29024
17350
splitter
"best"
17350
memory
null
17376
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "estimator", "step_name": "estimator"}}]
17376
verbose
false
17376
add_indicator
false
17377
copy
true
17377
fill_value
null
17377
missing_values
NaN
17377
strategy
"mean"
17377
verbose
0
17377
openml-python
Sklearn_0.21.3.
31
credit-g
https://www.openml.org/data/download/31/dataset_31_credit-g.arff
-1
21854487
description
https://api.openml.org/data/download/21854487/description.xml
-1
21854488
predictions
https://api.openml.org/data/download/21854488/predictions.arff
area_under_roc_curve
0.6409523809523809 [0.640952,0.640952]
average_cost
0
f_measure
0.6887733082498754 [0.768328,0.503145]
kappa
0.27255985267035004
kb_relative_information_score
0.19307048986656813
mean_absolute_error
0.316
mean_prior_absolute_error
0.42015968063872167
weighted_recall
0.684 [0.748571,0.533333]
number_of_instances
1000 [700,300]
precision
0.6952667814113598 [0.789157,0.47619]
predictive_accuracy
0.684
prior_entropy
0.8812914463598482
relative_absolute_error
0.7520950118764861
root_mean_prior_squared_error
0.45825774337365466
root_mean_squared_error
0.5621387729022078
root_relative_squared_error
1.2266869049801314
total_cost
0
unweighted_recall
0.6409523809523809 [0.748571,0.533333]
area_under_roc_curve
0.6904761904761905 [0.690476,0.690476]
area_under_roc_curve
0.65 [0.65,0.65]
area_under_roc_curve
0.6261904761904762 [0.62619,0.62619]
area_under_roc_curve
0.6666666666666665 [0.666667,0.666667]
area_under_roc_curve
0.6261904761904762 [0.62619,0.62619]
area_under_roc_curve
0.6619047619047619 [0.661905,0.661905]
area_under_roc_curve
0.6952380952380952 [0.695238,0.695238]
area_under_roc_curve
0.6571428571428573 [0.657143,0.657143]
area_under_roc_curve
0.5404761904761903 [0.540476,0.540476]
area_under_roc_curve
0.5952380952380952 [0.595238,0.595238]
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
f_measure
0.7098901098901098 [0.769231,0.571429]
f_measure
0.7085707416756822 [0.794326,0.508475]
f_measure
0.6884721721360739 [0.780142,0.474576]
f_measure
0.7200000000000002 [0.8,0.533333]
f_measure
0.6884721721360739 [0.780142,0.474576]
f_measure
0.7049632352941176 [0.779412,0.53125]
f_measure
0.7264586160108547 [0.791045,0.575758]
f_measure
0.689126559714795 [0.757576,0.529412]
f_measure
0.6117938436136336 [0.719424,0.360656]
f_measure
0.6325274725274725 [0.707692,0.457143]
kappa
0.3478260869565216
kappa
0.30288461538461536
kappa
0.25480769230769224
kappa
0.3333333333333333
kappa
0.25480769230769224
kappa
0.3119266055045871
kappa
0.36936936936936926
kappa
0.29203539823008856
kappa
0.08018867924528308
kappa
0.1739130434782608
kb_relative_information_score
0.2339276802530685
kb_relative_information_score
0.2594634242446327
kb_relative_information_score
0.20839193626150412
kb_relative_information_score
0.28499916823619714
kb_relative_information_score
0.20839193626150415
kb_relative_information_score
0.2339276802530685
kb_relative_information_score
0.28499916823619714
kb_relative_information_score
0.18285619226993965
kb_relative_information_score
0.004105984328989383
kb_relative_information_score
0.02964172832055359
mean_absolute_error
0.3
mean_absolute_error
0.29
mean_absolute_error
0.31
mean_absolute_error
0.28
mean_absolute_error
0.31
mean_absolute_error
0.3
mean_absolute_error
0.28
mean_absolute_error
0.32
mean_absolute_error
0.39
mean_absolute_error
0.38
mean_prior_absolute_error
0.4201596806387232
mean_prior_absolute_error
0.4201596806387232
mean_prior_absolute_error
0.4201596806387232
mean_prior_absolute_error
0.4201596806387232
mean_prior_absolute_error
0.4201596806387232
mean_prior_absolute_error
0.4201596806387232
mean_prior_absolute_error
0.4201596806387232
mean_prior_absolute_error
0.4201596806387232
mean_prior_absolute_error
0.4201596806387232
mean_prior_absolute_error
0.4201596806387232
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
number_of_instances
100 [70,30]
precision
0.7333333333333334 [0.833333,0.5]
precision
0.7072850898494414 [0.788732,0.517241]
precision
0.6870811073336571 [0.774648,0.482759]
precision
0.72 [0.8,0.533333]
precision
0.6870811073336571 [0.774648,0.482759]
precision
0.7121212121212122 [0.80303,0.5]
precision
0.7380208333333332 [0.828125,0.527778]
precision
0.7066213921901527 [0.806452,0.473684]
precision
0.61369798971482 [0.724638,0.354839]
precision
0.6566666666666667 [0.766667,0.4]
predictive_accuracy
0.7
predictive_accuracy
0.71
predictive_accuracy
0.69
predictive_accuracy
0.72
predictive_accuracy
0.69
predictive_accuracy
0.7
predictive_accuracy
0.72
predictive_accuracy
0.68
predictive_accuracy
0.61
predictive_accuracy
0.62
prior_entropy
0.8812914463598627
prior_entropy
0.8812914463598627
prior_entropy
0.8812914463598627
prior_entropy
0.8812914463598627
prior_entropy
0.8812914463598627
prior_entropy
0.8812914463598627
prior_entropy
0.8812914463598627
prior_entropy
0.8812914463598627
prior_entropy
0.8812914463598627
prior_entropy
0.8812914463598627
relative_absolute_error
0.7140142517814715
relative_absolute_error
0.6902137767220892
relative_absolute_error
0.737814726840854
relative_absolute_error
0.666413301662707
relative_absolute_error
0.737814726840854
relative_absolute_error
0.7140142517814715
relative_absolute_error
0.666413301662707
relative_absolute_error
0.7616152019002363
relative_absolute_error
0.928218527315913
relative_absolute_error
0.9044180522565307
root_mean_prior_squared_error
0.4582577433736552
root_mean_prior_squared_error
0.4582577433736552
root_mean_prior_squared_error
0.4582577433736552
root_mean_prior_squared_error
0.4582577433736552
root_mean_prior_squared_error
0.4582577433736552
root_mean_prior_squared_error
0.4582577433736552
root_mean_prior_squared_error
0.4582577433736552
root_mean_prior_squared_error
0.4582577433736552
root_mean_prior_squared_error
0.4582577433736552
root_mean_prior_squared_error
0.4582577433736552
root_mean_squared_error
0.5477225575051661
root_mean_squared_error
0.5385164807134504
root_mean_squared_error
0.5567764362830022
root_mean_squared_error
0.5291502622129182
root_mean_squared_error
0.5567764362830022
root_mean_squared_error
0.5477225575051661
root_mean_squared_error
0.5291502622129182
root_mean_squared_error
0.565685424949238
root_mean_squared_error
0.6244997998398398
root_mean_squared_error
0.6164414002968976
root_relative_squared_error
1.1952281558253186
root_relative_squared_error
1.1751388568994756
root_relative_squared_error
1.2149853315823114
root_relative_squared_error
1.154700100247861
root_relative_squared_error
1.2149853315823114
root_relative_squared_error
1.1952281558253186
root_relative_squared_error
1.154700100247861
root_relative_squared_error
1.234426331314577
root_relative_squared_error
1.3627697706585915
root_relative_squared_error
1.3451849078614746
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
0.6904761904761905 [0.714286,0.666667]
unweighted_recall
0.65 [0.8,0.5]
unweighted_recall
0.6261904761904762 [0.785714,0.466667]
unweighted_recall
0.6666666666666667 [0.8,0.533333]
unweighted_recall
0.6261904761904762 [0.785714,0.466667]
unweighted_recall
0.6619047619047619 [0.757143,0.566667]
unweighted_recall
0.6952380952380952 [0.757143,0.633333]
unweighted_recall
0.6571428571428571 [0.714286,0.6]
unweighted_recall
0.5404761904761904 [0.714286,0.366667]
unweighted_recall
0.5952380952380952 [0.657143,0.533333]
usercpu_time_millis
4.5448290000000835
usercpu_time_millis
4.295681000000107
usercpu_time_millis
4.907216000000103
usercpu_time_millis
11.52152899999992
usercpu_time_millis
11.743660000000045
usercpu_time_millis
11.06451900000005
usercpu_time_millis
10.757574000000103
usercpu_time_millis
4.296471999999829
usercpu_time_millis
4.291355999999968
usercpu_time_millis
4.310094999999903
usercpu_time_millis_testing
0.24477400000000316
usercpu_time_millis_testing
0.2555790000000613
usercpu_time_millis_testing
0.35103100000011267
usercpu_time_millis_testing
0.98092999999988
usercpu_time_millis_testing
0.5644769999999522
usercpu_time_millis_testing
0.592380000000059
usercpu_time_millis_testing
0.32881200000001165
usercpu_time_millis_testing
0.23786499999989275
usercpu_time_millis_testing
0.25686599999996673
usercpu_time_millis_testing
0.29054299999997646
usercpu_time_millis_training
4.30005500000008
usercpu_time_millis_training
4.040102000000045
usercpu_time_millis_training
4.55618499999999
usercpu_time_millis_training
10.54059900000004
usercpu_time_millis_training
11.179183000000092
usercpu_time_millis_training
10.472138999999991
usercpu_time_millis_training
10.428762000000091
usercpu_time_millis_training
4.058606999999936
usercpu_time_millis_training
4.034490000000002
usercpu_time_millis_training
4.019551999999926
wall_clock_time_millis
4.546165466308594
wall_clock_time_millis
4.297733306884766
wall_clock_time_millis
4.909753799438477
wall_clock_time_millis
6.538152694702148
wall_clock_time_millis
6.709575653076172
wall_clock_time_millis
6.068706512451172
wall_clock_time_millis
6.543874740600586
wall_clock_time_millis
4.298686981201172
wall_clock_time_millis
4.293680191040039
wall_clock_time_millis
4.315614700317383
wall_clock_time_millis_testing
0.2467632293701172
wall_clock_time_millis_testing
0.2574920654296875
wall_clock_time_millis_testing
0.35309791564941406
wall_clock_time_millis_testing
0.6256103515625
wall_clock_time_millis_testing
0.39196014404296875
wall_clock_time_millis_testing
0.3986358642578125
wall_clock_time_millis_testing
0.33092498779296875
wall_clock_time_millis_testing
0.2396106719970703
wall_clock_time_millis_testing
0.25916099548339844
wall_clock_time_millis_testing
0.2930164337158203
wall_clock_time_millis_training
4.299402236938477
wall_clock_time_millis_training
4.040241241455078
wall_clock_time_millis_training
4.5566558837890625
wall_clock_time_millis_training
5.912542343139648
wall_clock_time_millis_training
6.317615509033203
wall_clock_time_millis_training
5.670070648193359
wall_clock_time_millis_training
6.212949752807617
wall_clock_time_millis_training
4.059076309204102
wall_clock_time_millis_training
4.034519195556641
wall_clock_time_millis_training
4.0225982666015625
weighted_recall
0.7 [0.714286,0.666667]
weighted_recall
0.71 [0.8,0.5]
weighted_recall
0.69 [0.785714,0.466667]
weighted_recall
0.72 [0.8,0.533333]
weighted_recall
0.69 [0.785714,0.466667]
weighted_recall
0.7 [0.757143,0.566667]
weighted_recall
0.72 [0.757143,0.633333]
weighted_recall
0.68 [0.714286,0.6]
weighted_recall
0.61 [0.714286,0.366667]
weighted_recall
0.62 [0.657143,0.533333]