9204048
6077
Olivier Go
59
Supervised Classification
predictive_accuracy
8446
sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)(16)
7133681
bootstrap
true
8423
class_weight
null
8423
criterion
"gini"
8423
max_depth
null
8423
max_features
"auto"
8423
max_leaf_nodes
null
8423
min_impurity_decrease
0.0
8423
min_impurity_split
null
8423
min_samples_leaf
1
8423
min_samples_split
2
8423
min_weight_fraction_leaf
0.0
8423
n_estimators
10
8423
n_jobs
1
8423
oob_score
false
8423
random_state
49617
8423
verbose
0
8423
warm_start
false
8423
axis
0
8425
copy
true
8425
missing_values
"NaN"
8425
strategy
"median"
8425
verbose
0
8425
memory
null
8446
categorical_features
"all"
8447
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
8447
handle_unknown
"ignore"
8447
n_values
"auto"
8447
sparse
false
8447
openml-python
Sklearn_0.19.1.
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
19334803
description
https://api.openml.org/data/download/19334803/description.xml
-1
19334804
predictions
https://api.openml.org/data/download/19334804/predictions.arff
area_under_roc_curve
0.9751333333333334 [1,0.9592,0.9662]
average_cost
0
f_measure
0.9398496240601505 [1,0.914286,0.905263]
kappa
0.9099999999999999
kb_relative_information_score
132.6024095811836
mean_absolute_error
0.06292939103285419
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.9427609427609427 [1,0.872727,0.955556]
predictive_accuracy
0.94
prior_entropy
1.584962500721156
recall
0.94 [1,0.96,0.86]
relative_absolute_error
0.14159112982392227
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.18907249707351478
root_relative_squared_error
0.40108333444966837
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
0.9233333333333335 [1,0.86,0.91]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.98 [1,0.98,0.96]
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
0.7979797979797979 [1,0.727273,0.666667]
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
0.7000000000000001
kappa
1
kappa
0.9
kappa
0.9
kappa
0.9
kb_relative_information_score
13.477073770362194
kb_relative_information_score
13.991297423200267
kb_relative_information_score
14.677016180246467
kb_relative_information_score
13.519332310727089
kb_relative_information_score
13.056134657661644
kb_relative_information_score
11.382143655957748
kb_relative_information_score
13.607382211023547
kb_relative_information_score
12.661828657230998
kb_relative_information_score
13.203689448123646
kb_relative_information_score
13.026511266649798
mean_absolute_error
0.06027256693924444
mean_absolute_error
0.04085729085733334
mean_absolute_error
0.014384578384577776
mean_absolute_error
0.04957264957266667
mean_absolute_error
0.06930407863742444
mean_absolute_error
0.12246505508786666
mean_absolute_error
0.05672616671636001
mean_absolute_error
0.08242983051808223
mean_absolute_error
0.06271973705303112
mean_absolute_error
0.07056195656195555
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
0.8055555555555555 [1,0.666667,0.75]
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
0.8
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
0.8 [1,0.8,0.6]
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
0.13561327561329994
relative_absolute_error
0.09192890442899998
relative_absolute_error
0.032365301365299984
relative_absolute_error
0.11153846153849997
relative_absolute_error
0.15593417693420494
relative_absolute_error
0.27554637394769993
relative_absolute_error
0.12763387511180999
relative_absolute_error
0.18546711866568494
relative_absolute_error
0.14111940836932
relative_absolute_error
0.15876440226439992
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
0.13645419549789128
root_mean_squared_error
0.1034753294691539
root_mean_squared_error
0.049380851615848036
root_mean_squared_error
0.2122172481698407
root_mean_squared_error
0.20681129746620538
root_mean_squared_error
0.3024122840028954
root_mean_squared_error
0.12900880592374608
root_mean_squared_error
0.20277646764223647
root_mean_squared_error
0.20470574498431326
root_mean_squared_error
0.21631564703208633
root_relative_squared_error
0.28946306087374135
root_relative_squared_error
0.21950432145945276
root_relative_squared_error
0.10475260511499847
root_relative_squared_error
0.45018076579692834
root_relative_squared_error
0.4387130125930262
root_relative_squared_error
0.6415133301976782
root_relative_squared_error
0.27366900450438025
root_relative_squared_error
0.43015384600463974
root_relative_squared_error
0.4342464612787559
root_relative_squared_error
0.45887478267943166
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
15.625
usercpu_time_millis
31.25
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
31.25
usercpu_time_millis
31.25
usercpu_time_millis
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
31.25
usercpu_time_millis_training
15.625