8845750
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)
6820800
axis
0
7660
categorical_features
[]
7660
copy
true
7660
fill_empty
0
7660
missing_values
"NaN"
7660
strategy
"mean"
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
3.8602877114777816
7708
cache_size
200
7708
class_weight
null
7708
coef0
-0.9636516653985125
7708
decision_function_shape
null
7708
degree
2
7708
gamma
0.0624549819620582
7708
kernel
"rbf"
7708
max_iter
-1
7708
probability
true
7708
random_state
13851
7708
shrinking
false
7708
tol
9.638892967374405e-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
18607126
description
https://api.openml.org/data/download/18607126/description.xml
-1
18607127
predictions
https://api.openml.org/data/download/18607127/predictions.arff
area_under_roc_curve
0.9992 [1,0.9988,0.9988]
average_cost
0
f_measure
0.9733226623982927 [1,0.959184,0.960784]
kappa
0.9600000000000001
kb_relative_information_score
137.50640137837527
mean_absolute_error
0.05018256978641507
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.9738247863247864 [1,0.979167,0.942308]
predictive_accuracy
0.9733333333333333
prior_entropy
1.584962500721156
recall
0.9733333333333334 [1,0.94,0.98]
relative_absolute_error
0.11291078201943418
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.11649853444737784
root_relative_squared_error
0.24713071111810675
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
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]
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
1 [1,1,1]
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]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.909091,0.888889]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
kappa
1
kappa
1
kappa
1
kappa
0.9
kappa
1
kappa
0.9
kappa
1
kappa
0.9
kappa
0.9
kappa
1
kb_relative_information_score
14.111796959139447
kb_relative_information_score
14.073750154818
kb_relative_information_score
13.64569530054145
kb_relative_information_score
13.83677080413563
kb_relative_information_score
14.301018497212118
kb_relative_information_score
12.474098221759073
kb_relative_information_score
14.531150706885235
kb_relative_information_score
13.347029434564126
kb_relative_information_score
13.13661528826829
kb_relative_information_score
14.048476011051894
mean_absolute_error
0.038704163538574976
mean_absolute_error
0.04205663712972533
mean_absolute_error
0.05323972287175001
mean_absolute_error
0.04192250858589484
mean_absolute_error
0.03163515791497511
mean_absolute_error
0.093654083953336
mean_absolute_error
0.022335718533068996
mean_absolute_error
0.06260557829226866
mean_absolute_error
0.07215269260729557
mean_absolute_error
0.04351943443726134
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
1 [1,1,1]
precision
1 [1,1,1]
precision
1 [1,1,1]
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
0.9444444444444445 [1,0.833333,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
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
1 [1,1,1]
recall
1 [1,1,1]
recall
1 [1,1,1]
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
0.9333333333333333 [1,1,0.8]
recall
0.9333333333333333 [1,0.8,1]
recall
1 [1,1,1]
relative_absolute_error
0.08708436796179367
relative_absolute_error
0.09462743354188197
relative_absolute_error
0.11978937646143746
relative_absolute_error
0.09432564431826336
relative_absolute_error
0.07117910530869397
relative_absolute_error
0.21072168889500595
relative_absolute_error
0.05025536669940523
relative_absolute_error
0.14086255115760443
relative_absolute_error
0.16234355836641498
relative_absolute_error
0.097918727483838
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
0.0824602506357553
root_mean_squared_error
0.07199876583128416
root_mean_squared_error
0.12975972548306777
root_mean_squared_error
0.12877056375239274
root_mean_squared_error
0.06287387798566667
root_mean_squared_error
0.1910110940838643
root_mean_squared_error
0.030440893634014813
root_mean_squared_error
0.14648225036437693
root_mean_squared_error
0.15139042915214757
root_mean_squared_error
0.06763877075455185
root_relative_squared_error
0.17492460720865466
root_relative_squared_error
0.15273244666908994
root_relative_squared_error
0.2752619454419462
root_relative_squared_error
0.2731636165395946
root_relative_squared_error
0.13337563644948147
root_relative_squared_error
0.40519571972568613
root_relative_squared_error
0.06457488694197083
root_relative_squared_error
0.3107357776683496
root_relative_squared_error
0.32114759718067537
root_relative_squared_error
0.14348350041499783
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
11.733593999906589
usercpu_time_millis
10.141590999865002
usercpu_time_millis
10.241608000114866
usercpu_time_millis
9.43504099996062
usercpu_time_millis
8.741809999719408
usercpu_time_millis
8.749083000111568
usercpu_time_millis
8.881495000196082
usercpu_time_millis
8.631057000002329
usercpu_time_millis
7.886682999696859
usercpu_time_millis
7.719417000089379
usercpu_time_millis_testing
1.1876219998612214
usercpu_time_millis_testing
1.0576829999990878
usercpu_time_millis_testing
1.0472250000930217
usercpu_time_millis_testing
0.9550029999445542
usercpu_time_millis_testing
0.9422779999113118
usercpu_time_millis_testing
0.9314349999840488
usercpu_time_millis_testing
0.931013000126768
usercpu_time_millis_testing
0.8905039999262954
usercpu_time_millis_testing
0.8494019998579461
usercpu_time_millis_testing
0.8276240000668622
usercpu_time_millis_training
10.545972000045367
usercpu_time_millis_training
9.083907999865914
usercpu_time_millis_training
9.194383000021844
usercpu_time_millis_training
8.480038000016066
usercpu_time_millis_training
7.799531999808096
usercpu_time_millis_training
7.8176480001275195
usercpu_time_millis_training
7.950482000069314
usercpu_time_millis_training
7.740553000076034
usercpu_time_millis_training
7.037280999838913
usercpu_time_millis_training
6.891793000022517