9864488
6851
Randolf Scholz
59
Supervised Classification
predictive_accuracy
8657
sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)(19)
7793892
bootstrap
true
8656
class_weight
null
8656
criterion
"gini"
8656
max_depth
null
8656
max_features
"auto"
8656
max_leaf_nodes
null
8656
min_impurity_decrease
0.0
8656
min_impurity_split
null
8656
min_samples_leaf
1
8656
min_samples_split
2
8656
min_weight_fraction_leaf
0.0
8656
n_estimators
10
8656
n_jobs
1
8656
oob_score
false
8656
random_state
65268
8656
verbose
0
8656
warm_start
false
8656
memory
null
8657
axis
0
8658
copy
true
8658
missing_values
"NaN"
8658
strategy
"median"
8658
verbose
0
8658
categorical_features
"all"
8659
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
8659
handle_unknown
"ignore"
8659
n_values
"auto"
8659
sparse
false
8659
openml-python
Sklearn_0.19.2.
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
20649253
description
https://api.openml.org/data/download/20649253/description.xml
-1
20649254
predictions
https://api.openml.org/data/download/20649254/predictions.arff
area_under_roc_curve
0.9726666666666667 [1,0.956,0.962]
average_cost
0
f_measure
0.9332264957264957 [1,0.903846,0.895833]
kappa
0.9
kb_relative_information_score
130.71438060665074
mean_absolute_error
0.06930222906321977
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.9350509930220076 [1,0.87037,0.934783]
predictive_accuracy
0.9333333333333332
prior_entropy
1.584962500721156
recall
0.9333333333333333 [1,0.94,0.86]
relative_absolute_error
0.15593001539224485
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.19721195151443385
root_relative_squared_error
0.4183497247406669
total_cost
0
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9433333333333332 [1,0.89,0.94]
area_under_roc_curve
0.9666666666666667 [1,0.95,0.95]
area_under_roc_curve
0.9099999999999999 [1,0.84,0.89]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9733333333333333 [1,0.98,0.94]
area_under_roc_curve
0.9866666666666667 [1,0.98,0.98]
area_under_roc_curve
0.9666666666666667 [1,0.95,0.95]
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
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
0.8666666666666667 [1,0.8,0.8]
f_measure
0.7979797979797979 [1,0.727273,0.666667]
f_measure
0.9326599326599326 [1,0.909091,0.888889]
f_measure
0.9326599326599326 [1,0.909091,0.888889]
f_measure
0.9326599326599326 [1,0.909091,0.888889]
f_measure
0.9326599326599326 [1,0.909091,0.888889]
kappa
1
kappa
1
kappa
1
kappa
0.9
kappa
0.8
kappa
0.7000000000000001
kappa
0.9
kappa
0.9
kappa
0.9
kappa
0.9
kb_relative_information_score
13.392235714627684
kb_relative_information_score
13.918030790966831
kb_relative_information_score
14.551012596510818
kb_relative_information_score
13.427815739996449
kb_relative_information_score
12.34849852279823
kb_relative_information_score
10.937132962080575
kb_relative_information_score
13.559197333042661
kb_relative_information_score
12.515694626708736
kb_relative_information_score
13.064837892373758
kb_relative_information_score
12.999924427544775
mean_absolute_error
0.06753182619849286
mean_absolute_error
0.04538539530644793
mean_absolute_error
0.019171461417075455
mean_absolute_error
0.05333333333333333
mean_absolute_error
0.08890860990860991
mean_absolute_error
0.1326803709610727
mean_absolute_error
0.05606000840882161
mean_absolute_error
0.08811922209961426
mean_absolute_error
0.06975012025012026
mean_absolute_error
0.0720819427486094
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
0.8666666666666667 [1,0.8,0.8]
precision
0.8055555555555555 [1,0.666667,0.75]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.9444444444444445 [1,0.833333,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.8
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
prior_entropy
1.584962500721156
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,0.8,1]
recall
0.8666666666666667 [1,0.8,0.8]
recall
0.8 [1,0.8,0.6]
recall
0.9333333333333333 [1,1,0.8]
recall
0.9333333333333333 [1,1,0.8]
recall
0.9333333333333333 [1,1,0.8]
recall
0.9333333333333333 [1,1,0.8]
relative_absolute_error
0.1519466089466089
relative_absolute_error
0.10211713943950781
relative_absolute_error
0.04313578818841976
relative_absolute_error
0.11999999999999994
relative_absolute_error
0.20004437229437225
relative_absolute_error
0.29853083466241354
relative_absolute_error
0.12613501891984857
relative_absolute_error
0.19826824972413198
relative_absolute_error
0.15693777056277053
relative_absolute_error
0.16218437118437112
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_squared_error
0.13146123181229047
root_mean_squared_error
0.10760831733899125
root_mean_squared_error
0.06736060527621908
root_mean_squared_error
0.21395742047841618
root_mean_squared_error
0.24451109549257494
root_mean_squared_error
0.3155580696720025
root_mean_squared_error
0.13848452428543948
root_mean_squared_error
0.2187177342111795
root_mean_squared_error
0.20019632229172374
root_mean_squared_error
0.20806766810813254
root_relative_squared_error
0.2788713854328218
root_relative_squared_error
0.2282717127074239
root_relative_squared_error
0.14289342232693453
root_relative_squared_error
0.45387222871640864
root_relative_squared_error
0.5186863610944537
root_relative_squared_error
0.6693997527696299
root_relative_squared_error
0.2937700386348821
root_relative_squared_error
0.4639703790794459
root_relative_squared_error
0.42468053118325627
root_relative_squared_error
0.4413781771947973
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
19.05770100000126
usercpu_time_millis
12.017980999999622
usercpu_time_millis
11.858104000000758
usercpu_time_millis
11.919274999999452
usercpu_time_millis
11.821115999999243
usercpu_time_millis
11.872987000000279
usercpu_time_millis
11.869900000000655
usercpu_time_millis
11.937513999999538
usercpu_time_millis
11.787286000000563
usercpu_time_millis
12.05478100000068
usercpu_time_millis_testing
2.942363000000725
usercpu_time_millis_testing
2.3799650000002615
usercpu_time_millis_testing
2.4177720000002623
usercpu_time_millis_testing
2.4076529999996765
usercpu_time_millis_testing
2.3815349999996016
usercpu_time_millis_testing
2.4103719999999385
usercpu_time_millis_testing
2.389122000000299
usercpu_time_millis_testing
2.4883179999992677
usercpu_time_millis_testing
2.3946340000007282
usercpu_time_millis_testing
2.485046000000324
usercpu_time_millis_training
16.115338000000534
usercpu_time_millis_training
9.63801599999936
usercpu_time_millis_training
9.440332000000495
usercpu_time_millis_training
9.511621999999775
usercpu_time_millis_training
9.439580999999642
usercpu_time_millis_training
9.46261500000034
usercpu_time_millis_training
9.480778000000356
usercpu_time_millis_training
9.44919600000027
usercpu_time_millis_training
9.392651999999835
usercpu_time_millis_training
9.569735000000357