8803067
1
Jan van Rijn
59
Supervised Classification
predictive_accuracy
7707
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,scaling=sklearn.preprocessing.data.StandardScaler,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.svm.classes.SVC)(1)
6778148
axis
0
7660
categorical_features
[]
7660
copy
true
7660
fill_empty
0
7660
missing_values
"NaN"
7660
strategy
"median"
7660
strategy_nominal
"most_frequent"
7660
verbose
0
7660
categorical_features
[]
7661
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
7661
handle_unknown
"ignore"
7661
n_values
"auto"
7661
sparse
true
7661
threshold
0.0
7662
copy
true
7663
with_mean
false
7663
with_std
true
7663
C
0.046911764302027044
7708
cache_size
200
7708
class_weight
null
7708
coef0
0.034103522763821115
7708
decision_function_shape
null
7708
degree
4
7708
gamma
0.11020374695183925
7708
kernel
"sigmoid"
7708
max_iter
-1
7708
probability
true
7708
random_state
55288
7708
shrinking
true
7708
tol
9.941250174259932e-05
7708
verbose
false
7708
openml-pimp
openml-python
Sklearn_0.18.1.
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
18522139
description
https://api.openml.org/data/download/18522139/description.xml
-1
18522140
predictions
https://api.openml.org/data/download/18522140/predictions.arff
area_under_roc_curve
0.5 [0.5,0.5,0.5]
average_cost
0
kappa
0
kb_relative_information_score
-0.00000000006826457081200042
mean_absolute_error
0.4444444444443344
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
predictive_accuracy
0.33333333333333337
prior_entropy
1.584962500721156
recall
0.3333333333333333 [1,0,0]
relative_absolute_error
0.9999999999997548
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.4714045207910311
root_relative_squared_error
1
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5,0.5]
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
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-0.000000000006826457081200042
kb_relative_information_score
-0.000000000006826457081200042
kb_relative_information_score
-0.000000000006826457081200042
kb_relative_information_score
-0.000000000006826457081200042
kb_relative_information_score
-0.000000000006826457081200042
kb_relative_information_score
-0.000000000006826457081200042
kb_relative_information_score
-0.000000000006826457081200042
kb_relative_information_score
-0.000000000006826457081200042
kb_relative_information_score
-0.000000000006826457081200042
kb_relative_information_score
-0.000000000006826457081200042
mean_absolute_error
0.4444444444443334
mean_absolute_error
0.4444444444443334
mean_absolute_error
0.4444444444443334
mean_absolute_error
0.4444444444443334
mean_absolute_error
0.4444444444443334
mean_absolute_error
0.4444444444443334
mean_absolute_error
0.4444444444443334
mean_absolute_error
0.4444444444443334
mean_absolute_error
0.4444444444443334
mean_absolute_error
0.4444444444443334
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]
predictive_accuracy
0.33333333333333337
predictive_accuracy
0.33333333333333337
predictive_accuracy
0.33333333333333337
predictive_accuracy
0.33333333333333337
predictive_accuracy
0.33333333333333337
predictive_accuracy
0.33333333333333337
predictive_accuracy
0.33333333333333337
predictive_accuracy
0.33333333333333337
predictive_accuracy
0.33333333333333337
predictive_accuracy
0.33333333333333337
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
0.3333333333333333 [1,0,0]
recall
0.3333333333333333 [1,0,0]
recall
0.3333333333333333 [1,0,0]
recall
0.3333333333333333 [1,0,0]
recall
0.3333333333333333 [1,0,0]
recall
0.3333333333333333 [1,0,0]
recall
0.3333333333333333 [1,0,0]
recall
0.3333333333333333 [1,0,0]
recall
0.3333333333333333 [1,0,0]
recall
0.3333333333333333 [1,0,0]
relative_absolute_error
0.9999999999997498
relative_absolute_error
0.9999999999997498
relative_absolute_error
0.9999999999997498
relative_absolute_error
0.9999999999997498
relative_absolute_error
0.9999999999997498
relative_absolute_error
0.9999999999997498
relative_absolute_error
0.9999999999997498
relative_absolute_error
0.9999999999997498
relative_absolute_error
0.9999999999997498
relative_absolute_error
0.9999999999997498
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
0.47140452079103173
root_mean_squared_error
0.47140452079103173
root_mean_squared_error
0.47140452079103173
root_mean_squared_error
0.47140452079103173
root_mean_squared_error
0.47140452079103173
root_mean_squared_error
0.47140452079103173
root_mean_squared_error
0.47140452079103173
root_mean_squared_error
0.47140452079103173
root_mean_squared_error
0.47140452079103173
root_mean_squared_error
0.47140452079103173
root_relative_squared_error
1
root_relative_squared_error
1
root_relative_squared_error
1
root_relative_squared_error
1
root_relative_squared_error
1
root_relative_squared_error
1
root_relative_squared_error
1
root_relative_squared_error
1
root_relative_squared_error
1
root_relative_squared_error
1
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
18.782301000001667
usercpu_time_millis
15.930939999996951
usercpu_time_millis
14.853414000000953
usercpu_time_millis
14.224739999995961
usercpu_time_millis
13.288785999996833
usercpu_time_millis
12.431959000004156
usercpu_time_millis
12.149970000002952
usercpu_time_millis
12.19331499999754
usercpu_time_millis
12.19206099999326
usercpu_time_millis
12.080320000002587
usercpu_time_millis_testing
1.2759290000019519
usercpu_time_millis_testing
1.1062129999999115
usercpu_time_millis_testing
1.0453310000002602
usercpu_time_millis_testing
1.0502169999995203
usercpu_time_millis_testing
0.9313819999974271
usercpu_time_millis_testing
0.8838689999990379
usercpu_time_millis_testing
0.8835830000037959
usercpu_time_millis_testing
0.8706260000010957
usercpu_time_millis_testing
0.8738199999953622
usercpu_time_millis_testing
0.8616590000016799
usercpu_time_millis_training
17.506371999999715
usercpu_time_millis_training
14.82472699999704
usercpu_time_millis_training
13.808083000000693
usercpu_time_millis_training
13.17452299999644
usercpu_time_millis_training
12.357403999999406
usercpu_time_millis_training
11.548090000005118
usercpu_time_millis_training
11.266386999999156
usercpu_time_millis_training
11.322688999996444
usercpu_time_millis_training
11.318240999997897
usercpu_time_millis_training
11.218661000000907