8848482
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)
6823532
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
91.5639885800101
7708
cache_size
200
7708
class_weight
null
7708
coef0
-0.12060292751488833
7708
decision_function_shape
null
7708
degree
1
7708
gamma
3.895890068420603
7708
kernel
"sigmoid"
7708
max_iter
-1
7708
probability
true
7708
random_state
21294
7708
shrinking
true
7708
tol
0.0004127402525443626
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
18612562
description
https://api.openml.org/data/download/18612562/description.xml
-1
18612563
predictions
https://api.openml.org/data/download/18612563/predictions.arff
area_under_roc_curve
0.5 [0.5,0.5,0.5]
average_cost
0
kappa
0
kb_relative_information_score
1.0885212708053946
mean_absolute_error
0.444444444444556
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
predictive_accuracy
0.33333333333333337
prior_entropy
1.584962500721156
recall
0.3333333333333333 [0,0,1]
relative_absolute_error
1.0000000000002534
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.47159512711150403
root_relative_squared_error
1.0004043370652302
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
0.10885212708053936
kb_relative_information_score
0.10885212708053936
kb_relative_information_score
0.10885212708053936
kb_relative_information_score
0.10885212708053936
kb_relative_information_score
0.10885212708053936
kb_relative_information_score
0.10885212708053936
kb_relative_information_score
0.10885212708053936
kb_relative_information_score
0.10885212708053936
kb_relative_information_score
0.10885212708053936
kb_relative_information_score
0.10885212708053936
mean_absolute_error
0.44444444444455555
mean_absolute_error
0.44444444444455555
mean_absolute_error
0.44444444444455555
mean_absolute_error
0.44444444444455555
mean_absolute_error
0.44444444444455555
mean_absolute_error
0.44444444444455555
mean_absolute_error
0.44444444444455555
mean_absolute_error
0.44444444444455555
mean_absolute_error
0.44444444444455555
mean_absolute_error
0.44444444444455555
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 [0,0,1]
recall
0.3333333333333333 [0,0,1]
recall
0.3333333333333333 [0,0,1]
recall
0.3333333333333333 [0,0,1]
recall
0.3333333333333333 [0,0,1]
recall
0.3333333333333333 [0,0,1]
recall
0.3333333333333333 [0,0,1]
recall
0.3333333333333333 [0,0,1]
recall
0.3333333333333333 [0,0,1]
recall
0.3333333333333333 [0,0,1]
relative_absolute_error
1.0000000000002496
relative_absolute_error
1.0000000000002496
relative_absolute_error
1.0000000000002496
relative_absolute_error
1.0000000000002496
relative_absolute_error
1.0000000000002496
relative_absolute_error
1.0000000000002496
relative_absolute_error
1.0000000000002496
relative_absolute_error
1.0000000000002496
relative_absolute_error
1.0000000000002496
relative_absolute_error
1.0000000000002496
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
0.4715951271115036
root_mean_squared_error
0.4715951271115036
root_mean_squared_error
0.4715951271115036
root_mean_squared_error
0.4715951271115036
root_mean_squared_error
0.4715951271115036
root_mean_squared_error
0.4715951271115036
root_mean_squared_error
0.4715951271115036
root_mean_squared_error
0.4715951271115036
root_mean_squared_error
0.4715951271115036
root_mean_squared_error
0.4715951271115036
root_relative_squared_error
1.0004043370652278
root_relative_squared_error
1.0004043370652278
root_relative_squared_error
1.0004043370652278
root_relative_squared_error
1.0004043370652278
root_relative_squared_error
1.0004043370652278
root_relative_squared_error
1.0004043370652278
root_relative_squared_error
1.0004043370652278
root_relative_squared_error
1.0004043370652278
root_relative_squared_error
1.0004043370652278
root_relative_squared_error
1.0004043370652278
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
14.804858999998949
usercpu_time_millis
11.021524000000227
usercpu_time_millis
10.19595200000012
usercpu_time_millis
9.486057999999353
usercpu_time_millis
9.585287000000164
usercpu_time_millis
9.555440999999831
usercpu_time_millis
9.420881999999686
usercpu_time_millis
9.046173999999851
usercpu_time_millis
9.062852999999649
usercpu_time_millis
8.835084000000215
usercpu_time_millis_testing
1.3107959999993923
usercpu_time_millis_testing
1.050161000000216
usercpu_time_millis_testing
0.9964609999997265
usercpu_time_millis_testing
0.9325469999996727
usercpu_time_millis_testing
0.9377339999998568
usercpu_time_millis_testing
0.9411070000000521
usercpu_time_millis_testing
0.9412040000000843
usercpu_time_millis_testing
0.8662020000000936
usercpu_time_millis_testing
0.8802469999995566
usercpu_time_millis_testing
0.8541019999999122
usercpu_time_millis_training
13.494062999999556
usercpu_time_millis_training
9.97136300000001
usercpu_time_millis_training
9.199491000000393
usercpu_time_millis_training
8.55351099999968
usercpu_time_millis_training
8.647553000000308
usercpu_time_millis_training
8.61433399999978
usercpu_time_millis_training
8.479677999999602
usercpu_time_millis_training
8.179971999999758
usercpu_time_millis_training
8.182606000000092
usercpu_time_millis_training
7.980982000000303