8808972
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)
6784053
axis
0
7660
categorical_features
[]
7660
copy
true
7660
fill_empty
0
7660
missing_values
"NaN"
7660
strategy
"most_frequent"
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
7.578932273614233
7708
cache_size
200
7708
class_weight
null
7708
coef0
-0.5413425636080753
7708
decision_function_shape
null
7708
degree
1
7708
gamma
0.10040786759035447
7708
kernel
"sigmoid"
7708
max_iter
-1
7708
probability
true
7708
random_state
1678
7708
shrinking
false
7708
tol
6.729805436009594e-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
18533899
description
https://api.openml.org/data/download/18533899/description.xml
-1
18533900
predictions
https://api.openml.org/data/download/18533900/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
22.003529000357958
usercpu_time_millis
18.049278001853963
usercpu_time_millis
16.41929999459535
usercpu_time_millis
15.241824999975506
usercpu_time_millis
15.179305999481585
usercpu_time_millis
15.2922880006372
usercpu_time_millis
15.022153002064442
usercpu_time_millis
15.204166997136781
usercpu_time_millis
15.3385170015099
usercpu_time_millis
15.147610996791627
usercpu_time_millis_testing
1.2812269997084513
usercpu_time_millis_testing
1.0729790010373108
usercpu_time_millis_testing
0.9772229968803003
usercpu_time_millis_testing
0.9372259992233012
usercpu_time_millis_testing
0.9458620006626006
usercpu_time_millis_testing
0.937766999413725
usercpu_time_millis_testing
0.9378889990330208
usercpu_time_millis_testing
0.9377959977427963
usercpu_time_millis_testing
0.9328310006821994
usercpu_time_millis_testing
0.942000999202719
usercpu_time_millis_training
20.722302000649506
usercpu_time_millis_training
16.976299000816653
usercpu_time_millis_training
15.442076997715048
usercpu_time_millis_training
14.304599000752205
usercpu_time_millis_training
14.233443998818984
usercpu_time_millis_training
14.354521001223475
usercpu_time_millis_training
14.084264003031421
usercpu_time_millis_training
14.266370999393985
usercpu_time_millis_training
14.4056860008277
usercpu_time_millis_training
14.205609997588908