9204039
6079
Eelco Lambers
59
Supervised Classification
predictive_accuracy
8618
sklearn.pipeline.Pipeline(Imputer=sklearn.preprocessing.imputation.Imputer,OneHotEncoder=sklearn.preprocessing.data.OneHotEncoder,Classifier=sklearn.ensemble.forest.RandomForestClassifier)(18)
7133675
memory
null
8618
axis
0
8619
copy
true
8619
missing_values
"NaN"
8619
strategy
"median"
8619
verbose
0
8619
categorical_features
"all"
8620
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
8620
handle_unknown
"ignore"
8620
n_values
"auto"
8620
sparse
false
8620
bootstrap
true
8621
class_weight
null
8621
criterion
"gini"
8621
max_depth
null
8621
max_features
"auto"
8621
max_leaf_nodes
null
8621
min_impurity_decrease
0.0
8621
min_impurity_split
null
8621
min_samples_leaf
1
8621
min_samples_split
2
8621
min_weight_fraction_leaf
0.0
8621
n_estimators
10
8621
n_jobs
1
8621
oob_score
false
8621
random_state
5330
8621
verbose
0
8621
warm_start
false
8621
openml-python
Sklearn_0.19.0.
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
19334785
description
https://api.openml.org/data/download/19334785/description.xml
-1
19334786
predictions
https://api.openml.org/data/download/19334786/predictions.arff
area_under_roc_curve
0.9765666666666668 [1,0.9622,0.9675]
average_cost
0
f_measure
0.9332264957264957 [1,0.903846,0.895833]
kappa
0.9
kb_relative_information_score
131.13880161634816
mean_absolute_error
0.06815519722605282
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
0.15334919375861922
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.19524966498485297
root_relative_squared_error
0.4141870864055739
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
0.9233333333333335 [1,0.86,0.91]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9599999999999999 [1,0.94,0.94]
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
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
12.892825839909287
kb_relative_information_score
14.170475052326967
kb_relative_information_score
14.614909573767743
kb_relative_information_score
13.421398932641603
kb_relative_information_score
12.180938999591719
kb_relative_information_score
11.620545975936613
kb_relative_information_score
13.513589680891233
kb_relative_information_score
12.810378565042894
kb_relative_information_score
13.064797463202344
kb_relative_information_score
12.848941533037541
mean_absolute_error
0.08148564398568889
mean_absolute_error
0.03605749805755556
mean_absolute_error
0.016903162464533335
mean_absolute_error
0.052821548821548894
mean_absolute_error
0.09421869488537778
mean_absolute_error
0.1164125866871111
mean_absolute_error
0.058717657433333334
mean_absolute_error
0.08021478739124356
mean_absolute_error
0.06600915315622445
mean_absolute_error
0.07871123937791111
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
0.18334269896779992
relative_absolute_error
0.08112937062949997
relative_absolute_error
0.03803211554519999
relative_absolute_error
0.118848484848485
relative_absolute_error
0.21199206349209995
relative_absolute_error
0.26192832004599986
relative_absolute_error
0.13211472922499998
relative_absolute_error
0.18048327163029795
relative_absolute_error
0.14852059460150496
relative_absolute_error
0.17710028860029994
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
0.1676418802046049
root_mean_squared_error
0.08697088873698758
root_mean_squared_error
0.05732164967045386
root_mean_squared_error
0.20156751300687292
root_mean_squared_error
0.24859399624614734
root_mean_squared_error
0.2880477730967343
root_mean_squared_error
0.13705955774109407
root_mean_squared_error
0.21838864574155958
root_mean_squared_error
0.21384047654125296
root_mean_squared_error
0.2113390180255278
root_relative_squared_error
0.35562213091061684
root_relative_squared_error
0.18449311557523396
root_relative_squared_error
0.12159758157233265
root_relative_squared_error
0.42758926594220237
root_relative_squared_error
0.5273475015237418
root_relative_squared_error
0.6110416009871543
root_relative_squared_error
0.2907472281154703
root_relative_squared_error
0.4632722770140102
root_relative_squared_error
0.4536241531634484
root_relative_squared_error
0.44831775832547005
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
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
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
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
0
usercpu_time_millis_testing
15.625
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
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
15.625