7368366
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)
5400260
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
0.6185123403727855
6953
cache_size
200
6953
class_weight
null
6953
coef0
0.8403559566083627
6953
decision_function_shape
null
6953
degree
3
6953
gamma
0.0008089936713024161
6953
kernel
"rbf"
6953
max_iter
-1
6953
probability
true
6953
random_state
39354
6953
shrinking
true
6953
tol
0.0006902682286500002
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
15664207
description
https://api.openml.org/data/download/15664207/description.xml
-1
15664208
predictions
https://api.openml.org/data/download/15664208/predictions.arff
area_under_roc_curve
0.8323333333333333 [1,0.5112,0.9858]
average_cost
0
f_measure
0.617525500504224 [0.961538,0.181818,0.70922]
kappa
0.5499999999999999
kb_relative_information_score
44.75302683813591
mean_absolute_error
0.35341702079080206
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.8251254917921585 [0.925926,1,0.549451]
predictive_accuracy
0.7
prior_entropy
1.584962500721156
recall
0.7 [1,0.1,1]
relative_absolute_error
0.7951882967793066
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.3922652138118648
root_relative_squared_error
0.8321201781298826
total_cost
0
area_under_roc_curve
0.8333333333333334 [1,0.5,1]
area_under_roc_curve
0.8333333333333334 [1,0.5,1]
area_under_roc_curve
0.8333333333333334 [1,0.5,1]
area_under_roc_curve
0.8333333333333334 [1,0.5,1]
area_under_roc_curve
0.8266666666666667 [1,0.5,0.98]
area_under_roc_curve
0.8333333333333334 [1,0.58,0.92]
area_under_roc_curve
0.8333333333333334 [1,0.5,1]
area_under_roc_curve
0.8333333333333334 [1,0.56,0.94]
area_under_roc_curve
0.8333333333333334 [1,0.5,1]
area_under_roc_curve
0.8333333333333334 [1,0.5,1]
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
0.7712842712842712 [0.909091,0.571429,0.833333]
f_measure
0.7802197802197803 [1,0.571429,0.769231]
f_measure
0.6825396825396826 [1,0.333333,0.714286]
kappa
0.49999999999999994
kappa
0.49999999999999994
kappa
0.49999999999999994
kappa
0.7000000000000001
kappa
0.49999999999999994
kappa
0.49999999999999994
kappa
0.7000000000000001
kappa
0.49999999999999994
kappa
0.5999999999999999
kappa
0.49999999999999994
kb_relative_information_score
4.457066248435914
kb_relative_information_score
4.557163960427332
kb_relative_information_score
4.531341850110004
kb_relative_information_score
4.488790974804538
kb_relative_information_score
4.594673627168211
kb_relative_information_score
4.546118067773044
kb_relative_information_score
4.437308969229968
kb_relative_information_score
4.38783175027557
kb_relative_information_score
4.388080775506744
kb_relative_information_score
4.3646506144045665
mean_absolute_error
0.35375654959334
mean_absolute_error
0.35194716389725333
mean_absolute_error
0.35200246600376894
mean_absolute_error
0.35244638651647997
mean_absolute_error
0.3509207522733444
mean_absolute_error
0.35277696708650663
mean_absolute_error
0.35416592043307105
mean_absolute_error
0.3548297355777644
mean_absolute_error
0.35556224172399997
mean_absolute_error
0.35576202480249336
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
0.8492063492063493 [0.833333,1,0.714286]
precision
0.875 [1,1,0.625]
precision
0.8518518518518519 [1,1,0.555556]
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.8
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.8
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.6666666666666667
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
0.6666666666666666 [1,0,1]
recall
0.6666666666666666 [1,0,1]
recall
0.6666666666666666 [1,0,1]
recall
0.8 [1,0.4,1]
recall
0.6666666666666666 [1,0,1]
recall
0.6666666666666666 [1,0,1]
recall
0.8 [1,0.4,1]
recall
0.6666666666666666 [1,0,1]
recall
0.7333333333333333 [1,0.2,1]
recall
0.6666666666666666 [1,0,1]
relative_absolute_error
0.7959522365850147
relative_absolute_error
0.7918811187688197
relative_absolute_error
0.7920055485084798
relative_absolute_error
0.7930043696620797
relative_absolute_error
0.7895716926150247
relative_absolute_error
0.7937481759446398
relative_absolute_error
0.7968733209744095
relative_absolute_error
0.7983669050499697
relative_absolute_error
0.8000150438789997
relative_absolute_error
0.8004645558056097
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
0.39178748163300575
root_mean_squared_error
0.3911490806245427
root_mean_squared_error
0.3918621152565781
root_mean_squared_error
0.3920682475152199
root_mean_squared_error
0.3905725193213533
root_mean_squared_error
0.3928006333079092
root_mean_squared_error
0.3928853101316415
root_mean_squared_error
0.3933254393175099
root_mean_squared_error
0.3930675191791125
root_mean_squared_error
0.393123955523716
root_relative_squared_error
0.8311067551400949
root_relative_squared_error
0.8297525020934932
root_relative_squared_error
0.8312650769640925
root_relative_squared_error
0.8317023495178133
root_relative_squared_error
0.8285294308717281
root_relative_squared_error
0.8332559743991791
root_relative_squared_error
0.8334356010679904
root_relative_squared_error
0.8343692560637673
root_relative_squared_error
0.8338221248271712
root_relative_squared_error
0.8339418443930947
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
16.43429799878504
usercpu_time_millis
14.736286997504067
usercpu_time_millis
13.395711001066957
usercpu_time_millis
12.381576008920092
usercpu_time_millis
11.640959011856467
usercpu_time_millis
11.334115006320644
usercpu_time_millis
11.193871003342792
usercpu_time_millis
11.338191994582303
usercpu_time_millis
11.287916997389402
usercpu_time_millis
11.263076004979666
usercpu_time_millis_testing
1.4491219990304671
usercpu_time_millis_testing
1.2928439973620698
usercpu_time_millis_testing
1.203414998599328
usercpu_time_millis_testing
1.1248370065004565
usercpu_time_millis_testing
1.0542150048422627
usercpu_time_millis_testing
1.0503220037207939
usercpu_time_millis_testing
1.0483209989615716
usercpu_time_millis_testing
1.0388749942649156
usercpu_time_millis_testing
1.0450839981785975
usercpu_time_millis_testing
1.0422359991935082
usercpu_time_millis_training
14.985175999754574
usercpu_time_millis_training
13.443443000141997
usercpu_time_millis_training
12.192296002467629
usercpu_time_millis_training
11.256739002419636
usercpu_time_millis_training
10.586744007014204
usercpu_time_millis_training
10.28379300259985
usercpu_time_millis_training
10.14555000438122
usercpu_time_millis_training
10.299317000317387
usercpu_time_millis_training
10.242832999210805
usercpu_time_millis_training
10.220840005786158