7937303
3958
Wei-Sheng Chen
59
Supervised Classification
predictive_accuracy
7191
sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)(7)
5968069
bootstrap
true
7181
class_weight
null
7181
criterion
"gini"
7181
max_depth
null
7181
max_features
"auto"
7181
max_leaf_nodes
null
7181
min_impurity_decrease
0.0
7181
min_impurity_split
null
7181
min_samples_leaf
1
7181
min_samples_split
2
7181
min_weight_fraction_leaf
0.0
7181
n_estimators
10
7181
n_jobs
1
7181
oob_score
false
7181
random_state
30385
7181
verbose
0
7181
warm_start
false
7181
memory
null
7191
axis
0
7192
copy
true
7192
missing_values
"NaN"
7192
strategy
"median"
7192
verbose
0
7192
categorical_features
"all"
7193
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
7193
handle_unknown
"ignore"
7193
n_values
"auto"
7193
sparse
false
7193
openml-python
Sklearn_0.19.0.
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
16797622
description
https://api.openml.org/data/download/16797622/description.xml
-1
16797623
predictions
https://api.openml.org/data/download/16797623/predictions.arff
area_under_roc_curve
0.9785999999999999 [1,0.9663,0.9695]
average_cost
0
f_measure
0.9332264957264957 [1,0.903846,0.895833]
kappa
0.9
kb_relative_information_score
132.89428547169405
mean_absolute_error
0.060910138760876
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
0.13704781221197135
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.1907281327039052
root_relative_squared_error
0.4045954679939377
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
0.9866666666666667 [1,0.98,0.98]
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
0.9933333333333334 [1,1,0.98]
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
0.8666666666666667 [1,0.8,0.8]
f_measure
0.8666666666666667 [1,0.8,0.8]
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
0.9
kappa
1
kappa
1
kappa
0.9
kappa
0.8
kappa
0.8
kappa
0.9
kappa
0.9
kappa
0.9
kappa
0.9
kb_relative_information_score
13.333017127892187
kb_relative_information_score
14.401131353749822
kb_relative_information_score
14.720742330615368
kb_relative_information_score
13.546476180269956
kb_relative_information_score
12.228310479974025
kb_relative_information_score
11.986836277171877
kb_relative_information_score
13.310724886215144
kb_relative_information_score
13.137523944811724
kb_relative_information_score
13.47329993080803
kb_relative_information_score
12.756222960185712
mean_absolute_error
0.06771075837746666
mean_absolute_error
0.02687749287755555
mean_absolute_error
0.012611256698222221
mean_absolute_error
0.04833333333333333
mean_absolute_error
0.09126083792751112
mean_absolute_error
0.10164000813999555
mean_absolute_error
0.060348653225511105
mean_absolute_error
0.06639073272404444
mean_absolute_error
0.051557302600764444
mean_absolute_error
0.08237101170435555
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
0.8666666666666667 [1,0.8,0.8]
precision
0.8666666666666667 [1,0.8,0.8]
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
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.8666666666666667
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
0.9333333333333333 [1,1,0.8]
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,0.8,1]
recall
0.8666666666666667 [1,0.8,0.8]
recall
0.8666666666666667 [1,0.8,0.8]
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
0.15234920634929996
relative_absolute_error
0.06047435897449996
relative_absolute_error
0.02837532757099999
relative_absolute_error
0.10874999999999996
relative_absolute_error
0.20533688533689998
relative_absolute_error
0.22869001831498992
relative_absolute_error
0.13578446975739994
relative_absolute_error
0.14937914862909996
relative_absolute_error
0.11600393085171996
relative_absolute_error
0.18533477633479994
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
0.14059345437950535
root_mean_squared_error
0.06484367223357908
root_mean_squared_error
0.0428992907211719
root_mean_squared_error
0.209247992158162
root_mean_squared_error
0.25460243402537935
root_mean_squared_error
0.29020493199356867
root_mean_squared_error
0.16100471886284723
root_mean_squared_error
0.18407982304785372
root_mean_squared_error
0.1948707971562511
root_mean_squared_error
0.21760533802896312
root_relative_squared_error
0.2982437549465692
root_relative_squared_error
0.13755420106020483
root_relative_squared_error
0.09100313813110135
root_relative_squared_error
0.4438820226141176
root_relative_squared_error
0.5400933228178388
root_relative_squared_error
0.6156176260392997
root_relative_squared_error
0.3415425855328587
root_relative_squared_error
0.3904922734702712
root_relative_squared_error
0.41338338637324
root_relative_squared_error
0.46161063042801215
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