7302696
1
Jan van Rijn
59
Supervised Classification
predictive_accuracy
6952
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1)
5334591
axis
0
6947
categorical_features
[]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"median"
6947
strategy_nominal
"most_frequent"
6947
verbose
0
6947
categorical_features
[]
6948
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
6948
handle_unknown
"ignore"
6948
n_values
"auto"
6948
sparse
true
6948
threshold
0.0
6949
C
0.05643750383403821
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.040242390393122385
6953
decision_function_shape
null
6953
degree
3
6953
gamma
3.0612011021374377
6953
kernel
"rbf"
6953
max_iter
-1
6953
probability
true
6953
random_state
12316
6953
shrinking
true
6953
tol
0.02258970571096322
6953
verbose
false
6953
openml-pimp
openml-python
Sklearn_0.18.1.
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
15533368
description
https://api.openml.org/data/download/15533368/description.xml
-1
15533370
predictions
https://api.openml.org/data/download/15533370/predictions.arff
area_under_roc_curve
0.9950666666666667 [1,0.9954,0.9898]
average_cost
0
f_measure
0.9539949791780411 [0.969072,0.958333,0.934579]
kappa
0.93
kb_relative_information_score
92.12932008623312
mean_absolute_error
0.2148120921897937
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.9590643274853801 [1,1,0.877193]
predictive_accuracy
0.9533333333333333
prior_entropy
1.584962500721156
recall
0.9533333333333334 [0.94,0.92,1]
relative_absolute_error
0.483327207427037
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.286470377355213
root_relative_squared_error
0.6076954393108217
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
0.9933333333333334 [1,1,0.98]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9533333333333334 [1,0.94,0.92]
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
1 [1,1,1]
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 [0.888889,1,0.909091]
f_measure
0.9326599326599326 [0.888889,1,0.909091]
f_measure
0.8703703703703703 [0.888889,0.888889,0.833333]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
kappa
0.9
kappa
0.9
kappa
0.8
kappa
0.9
kappa
1
kappa
0.9
kappa
1
kappa
1
kappa
0.9
kappa
1
kb_relative_information_score
8.973632228310487
kb_relative_information_score
8.766252469731738
kb_relative_information_score
8.61203382187873
kb_relative_information_score
9.244946548910626
kb_relative_information_score
9.263946729077695
kb_relative_information_score
8.904200223329328
kb_relative_information_score
9.225997154143258
kb_relative_information_score
9.599819368396744
kb_relative_information_score
9.916559264767034
kb_relative_information_score
9.621932277687442
mean_absolute_error
0.22066760972429092
mean_absolute_error
0.22800140629054363
mean_absolute_error
0.23135613957107917
mean_absolute_error
0.21460104741431532
mean_absolute_error
0.21570427711218912
mean_absolute_error
0.22453222898735975
mean_absolute_error
0.21903301967479824
mean_absolute_error
0.20264826596227975
mean_absolute_error
0.1913048730822122
mean_absolute_error
0.20027205407886875
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 [1,1,0.833333]
precision
0.9444444444444445 [1,1,0.833333]
precision
0.9047619047619048 [1,1,0.714286]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
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 [0.8,1,1]
recall
0.9333333333333333 [0.8,1,1]
recall
0.8666666666666667 [0.8,0.8,1]
recall
0.9333333333333333 [1,0.8,1]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,0.8,1]
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,0.8,1]
recall
1 [1,1,1]
relative_absolute_error
0.49650212187965437
relative_absolute_error
0.513003164153723
relative_absolute_error
0.520551314034928
relative_absolute_error
0.4828523566822093
relative_absolute_error
0.4853346235024254
relative_absolute_error
0.5051975152215593
relative_absolute_error
0.4928242942682959
relative_absolute_error
0.4559585984151293
relative_absolute_error
0.43043596443497734
relative_absolute_error
0.4506121216774545
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
0.29066712427918123
root_mean_squared_error
0.30146714007182357
root_mean_squared_error
0.30767737918878485
root_mean_squared_error
0.2831894896319331
root_mean_squared_error
0.28359599398260993
root_mean_squared_error
0.29735885137209883
root_mean_squared_error
0.2802193954545303
root_mean_squared_error
0.27385415077267045
root_mean_squared_error
0.26733660827279554
root_mean_squared_error
0.2767389722078371
root_relative_squared_error
0.616598083937406
root_relative_squared_error
0.6395083771491036
root_relative_squared_error
0.6526822837262835
root_relative_squared_error
0.600735625438492
root_relative_squared_error
0.6015979513873284
root_relative_squared_error
0.6307933807531614
root_relative_squared_error
0.5944351042376794
root_relative_squared_error
0.5809323812023153
root_relative_squared_error
0.5671065857073162
root_relative_squared_error
0.5870520116002713
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
17.341074000000845
usercpu_time_millis
14.612150999999685
usercpu_time_millis
13.280302999998383
usercpu_time_millis
12.327707000002519
usercpu_time_millis
11.62735800000192
usercpu_time_millis
11.337574000000572
usercpu_time_millis
11.22507000000006
usercpu_time_millis
11.311874000000444
usercpu_time_millis
11.404818000000816
usercpu_time_millis
11.329261999998508
usercpu_time_millis_testing
1.411066000001071
usercpu_time_millis_testing
1.1781079999995114
usercpu_time_millis_testing
1.1248179999991947
usercpu_time_millis_testing
1.0249250000011756
usercpu_time_millis_testing
0.9835480000006669
usercpu_time_millis_testing
0.9865239999999886
usercpu_time_millis_testing
0.9877219999996356
usercpu_time_millis_testing
0.9858149999999455
usercpu_time_millis_testing
0.9847800000013507
usercpu_time_millis_testing
0.9883389999991721
usercpu_time_millis_training
15.930007999999773
usercpu_time_millis_training
13.434043000000173
usercpu_time_millis_training
12.155484999999189
usercpu_time_millis_training
11.302782000001343
usercpu_time_millis_training
10.643810000001253
usercpu_time_millis_training
10.351050000000583
usercpu_time_millis_training
10.237348000000424
usercpu_time_millis_training
10.326059000000498
usercpu_time_millis_training
10.420037999999465
usercpu_time_millis_training
10.340922999999336