8857788
1
Jan van Rijn
59
Supervised Classification
predictive_accuracy
7767
sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)(13)
6832829
bootstrap
true
7614
class_weight
null
7614
criterion
"gini"
7614
max_depth
null
7614
max_features
"auto"
7614
max_leaf_nodes
null
7614
min_impurity_split
1e-07
7614
min_samples_leaf
1
7614
min_samples_split
2
7614
min_weight_fraction_leaf
0.0
7614
n_estimators
10
7614
n_jobs
1
7614
oob_score
false
7614
random_state
55427
7614
verbose
0
7614
warm_start
false
7614
categorical_features
"all"
7661
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
7661
handle_unknown
"ignore"
7661
n_values
"auto"
7661
sparse
false
7661
axis
0
7768
copy
true
7768
missing_values
"NaN"
7768
strategy
"median"
7768
verbose
0
7768
openml-python
Sklearn_0.18.1.
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
18631124
description
https://api.openml.org/data/download/18631124/description.xml
-1
18631123
predictions
https://api.openml.org/data/download/18631123/predictions.arff
area_under_roc_curve
0.9726666666666667 [1,0.955,0.963]
average_cost
0
f_measure
0.9465811965811967 [1,0.923077,0.916667]
kappa
0.9199999999999998
kb_relative_information_score
132.03735360118674
mean_absolute_error
0.06638390886528443
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.9484702093397746 [1,0.888889,0.956522]
predictive_accuracy
0.9466666666666668
prior_entropy
1.584962500721156
recall
0.9466666666666667 [1,0.96,0.88]
relative_absolute_error
0.14936379494689034
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.19207275298029167
root_relative_squared_error
0.40744783834059917
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
0.9333333333333333 [1,0.88,0.92]
area_under_roc_curve
0.9666666666666667 [1,0.95,0.95]
area_under_roc_curve
0.9233333333333335 [1,0.86,0.91]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9533333333333334 [1,0.94,0.92]
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
0.9326599326599326 [1,0.909091,0.888889]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
0.9326599326599326 [1,0.909091,0.888889]
f_measure
0.8666666666666667 [1,0.8,0.8]
f_measure
1 [1,1,1]
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
0.9
kappa
1
kappa
1
kappa
0.9
kappa
0.9
kappa
0.8
kappa
1
kappa
0.9
kappa
0.9
kappa
0.9
kb_relative_information_score
12.7651169065173
kb_relative_information_score
14.253689539126139
kb_relative_information_score
14.561971338469705
kb_relative_information_score
13.220264542358748
kb_relative_information_score
13.126496863468951
kb_relative_information_score
11.548789770999488
kb_relative_information_score
13.543731067675896
kb_relative_information_score
12.787662465777707
kb_relative_information_score
13.265696941614227
kb_relative_information_score
12.963934165178438
mean_absolute_error
0.08799983966657778
mean_absolute_error
0.03290297066764444
mean_absolute_error
0.019636648391555555
mean_absolute_error
0.06296296296293333
mean_absolute_error
0.06682603815937778
mean_absolute_error
0.1179715099715111
mean_absolute_error
0.05914247480915556
mean_absolute_error
0.08187830687831334
mean_absolute_error
0.06037900733977554
mean_absolute_error
0.07413932980599999
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
0.9444444444444445 [1,0.833333,1]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.8666666666666667 [1,0.8,0.8]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.9444444444444445 [1,0.833333,1]
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.8666666666666667
predictive_accuracy
1
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
0.9333333333333333 [1,1,0.8]
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,0.8,1]
recall
0.9333333333333333 [1,1,0.8]
recall
0.8666666666666667 [1,0.8,0.8]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,1,0.8]
recall
0.9333333333333333 [1,1,0.8]
recall
0.9333333333333333 [1,1,0.8]
relative_absolute_error
0.1979996392497999
relative_absolute_error
0.07403168400219998
relative_absolute_error
0.04418245888099999
relative_absolute_error
0.14166666666659994
relative_absolute_error
0.15035858585859996
relative_absolute_error
0.2654358974358999
relative_absolute_error
0.13307056832059996
relative_absolute_error
0.18422619047620492
relative_absolute_error
0.13585276651449493
relative_absolute_error
0.16681349206349994
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
0.17255217696523348
root_mean_squared_error
0.07849789938312145
root_mean_squared_error
0.055698504401024126
root_mean_squared_error
0.21721861205249313
root_mean_squared_error
0.20692156330623568
root_mean_squared_error
0.293823825610987
root_mean_squared_error
0.13247350043536174
root_mean_squared_error
0.21558882680134975
root_mean_squared_error
0.21017223678345057
root_mean_squared_error
0.21295043565403615
root_relative_squared_error
0.3660384433218533
root_relative_squared_error
0.16651919088811343
root_relative_squared_error
0.11815437049173876
root_relative_squared_error
0.4607902607467434
root_relative_squared_error
0.43894692176268213
root_relative_squared_error
0.6232944586911074
root_relative_squared_error
0.28101873145609
root_relative_squared_error
0.4573329641378595
root_relative_squared_error
0.44584264154016784
root_relative_squared_error
0.4517360913227955
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
14.681203000000309
usercpu_time_millis
15.150214000000162
usercpu_time_millis
14.589545999998066
usercpu_time_millis
13.259580999999798
usercpu_time_millis
13.858367000000982
usercpu_time_millis
14.893378999998319
usercpu_time_millis
15.057961999998426
usercpu_time_millis
15.443851000000564
usercpu_time_millis
13.844151999999
usercpu_time_millis
13.740654000001129
usercpu_time_millis_testing
3.0998740000001135
usercpu_time_millis_testing
3.073829999999944
usercpu_time_millis_testing
3.4251329999985813
usercpu_time_millis_testing
3.058870000000269
usercpu_time_millis_testing
3.0948930000000985
usercpu_time_millis_testing
3.6676299999989226
usercpu_time_millis_testing
3.3995619999984683
usercpu_time_millis_testing
3.377245000001139
usercpu_time_millis_testing
3.2714790000003546
usercpu_time_millis_testing
3.0031500000013978
usercpu_time_millis_training
11.581329000000196
usercpu_time_millis_training
12.076384000000218
usercpu_time_millis_training
11.164412999999485
usercpu_time_millis_training
10.20071099999953
usercpu_time_millis_training
10.763474000000883
usercpu_time_millis_training
11.225748999999396
usercpu_time_millis_training
11.658399999999958
usercpu_time_millis_training
12.066605999999425
usercpu_time_millis_training
10.572672999998645
usercpu_time_millis_training
10.737503999999731