8833953
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)
6809003
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
8388.031811055449
7708
cache_size
200
7708
class_weight
null
7708
coef0
0.06147301954132889
7708
decision_function_shape
null
7708
degree
1
7708
gamma
5.513891747846541
7708
kernel
"rbf"
7708
max_iter
-1
7708
probability
true
7708
random_state
56823
7708
shrinking
false
7708
tol
3.9889205618815333e-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
18583640
description
https://api.openml.org/data/download/18583640/description.xml
-1
18583641
predictions
https://api.openml.org/data/download/18583641/predictions.arff
area_under_roc_curve
0.9868666666666667 [0.9994,0.981,0.9802]
average_cost
0
f_measure
0.9273504187705578 [0.979592,0.905263,0.897196]
kappa
0.8899999999999998
kb_relative_information_score
123.12874037853835
mean_absolute_error
0.09737398307397198
mean_prior_absolute_error
0.44444444444444337
number_of_instances
150 [50,50,50]
precision
0.9325536062378167 [1,0.955556,0.842105]
predictive_accuracy
0.9266666666666667
prior_entropy
1.584962500721156
recall
0.9266666666666666 [0.96,0.86,0.96]
relative_absolute_error
0.2190914619164375
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.20003019012422463
root_relative_squared_error
0.4243281116366213
total_cost
0
area_under_roc_curve
0.98 [1,0.98,0.96]
area_under_roc_curve
0.9866666666666667 [1,0.98,0.98]
area_under_roc_curve
0.9800000000000001 [1,0.96,0.98]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9466666666666669 [1,0.92,0.92]
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
0.9933333333333334 [1,0.98,1]
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
0.9326599326599326 [1,0.909091,0.888889]
f_measure
0.8027065527065528 [0.888889,0.75,0.769231]
f_measure
0.8703703703703703 [0.888889,0.888889,0.833333]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
0.861111111111111 [1,0.75,0.833333]
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
0.9326599326599326 [1,0.888889,0.909091]
kappa
0.9
kappa
0.7000000000000001
kappa
0.8
kappa
1
kappa
1
kappa
0.8
kappa
1
kappa
0.9
kappa
0.9
kappa
0.9
kb_relative_information_score
11.574442160433817
kb_relative_information_score
10.966927756524738
kb_relative_information_score
11.554885416252498
kb_relative_information_score
12.96962063321123
kb_relative_information_score
13.451790779772193
kb_relative_information_score
11.748744492847859
kb_relative_information_score
13.240983298574287
kb_relative_information_score
12.638204532905469
kb_relative_information_score
12.733529506230264
kb_relative_information_score
12.249611801785939
mean_absolute_error
0.12464602947888088
mean_absolute_error
0.13732728643055156
mean_absolute_error
0.11838545961083445
mean_absolute_error
0.08035674962174201
mean_absolute_error
0.06279850041400556
mean_absolute_error
0.11572489735334267
mean_absolute_error
0.07215824604529798
mean_absolute_error
0.08239195977354823
mean_absolute_error
0.08177406208526666
mean_absolute_error
0.09817663992624956
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
0.9444444444444445 [1,0.833333,1]
precision
0.875 [1,1,0.625]
precision
0.9047619047619048 [1,1,0.714286]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
0.9047619047619048 [1,1,0.714286]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,0.833333,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
0.9444444444444445 [1,1,0.833333]
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.8
predictive_accuracy
0.8666666666666667
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.8666666666666667
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
predictive_accuracy
0.9333333333333332
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
0.9333333333333333 [1,1,0.8]
recall
0.8 [0.8,0.6,1]
recall
0.8666666666666667 [0.8,0.8,1]
recall
1 [1,1,1]
recall
1 [1,1,1]
recall
0.8666666666666667 [1,0.6,1]
recall
1 [1,1,1]
recall
0.9333333333333333 [1,1,0.8]
recall
0.9333333333333333 [1,0.8,1]
recall
0.9333333333333333 [1,0.8,1]
relative_absolute_error
0.2804535663274819
relative_absolute_error
0.3089863944687409
relative_absolute_error
0.26636728412437743
relative_absolute_error
0.1808026866489195
relative_absolute_error
0.14129662593151246
relative_absolute_error
0.2603810190450209
relative_absolute_error
0.1623560536019204
relative_absolute_error
0.18538190949048347
relative_absolute_error
0.18399163969184992
relative_absolute_error
0.22089743983406143
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
0.23131653455908802
root_mean_squared_error
0.2513987068284162
root_mean_squared_error
0.23860484208978516
root_mean_squared_error
0.1481869798871016
root_mean_squared_error
0.11602249753685423
root_mean_squared_error
0.25367182394963583
root_mean_squared_error
0.1259015958271986
root_mean_squared_error
0.21410262674863426
root_mean_squared_error
0.17120693143688046
root_mean_squared_error
0.18896268095579064
root_relative_squared_error
0.49069647056191046
root_relative_squared_error
0.5332971911397056
root_relative_squared_error
0.5061573055968972
root_relative_squared_error
0.3143520550851722
root_relative_squared_error
0.2461208843355274
root_relative_squared_error
0.5381192007322426
root_relative_squared_error
0.26707761651486017
root_relative_squared_error
0.45418025773143467
root_relative_squared_error
0.36318474661547534
root_relative_squared_error
0.4008503792850889
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
23.68982700863853
usercpu_time_millis
20.82704799977364
usercpu_time_millis
18.480618004105054
usercpu_time_millis
16.41844199184561
usercpu_time_millis
17.16371899965452
usercpu_time_millis
16.81185899360571
usercpu_time_millis
16.60499600257026
usercpu_time_millis
17.258637999475468
usercpu_time_millis
16.917634005949367
usercpu_time_millis
16.756038996391
usercpu_time_millis_testing
1.104804003261961
usercpu_time_millis_testing
0.9731960017234087
usercpu_time_millis_testing
0.8692019982845522
usercpu_time_millis_testing
0.8326909955940209
usercpu_time_millis_testing
0.8127100009005517
usercpu_time_millis_testing
0.8055619982769713
usercpu_time_millis_testing
0.8128390036290511
usercpu_time_millis_testing
0.8167209962266497
usercpu_time_millis_testing
0.8126940010697581
usercpu_time_millis_testing
0.8011359968804754
usercpu_time_millis_training
22.58502300537657
usercpu_time_millis_training
19.85385199805023
usercpu_time_millis_training
17.6114160058205
usercpu_time_millis_training
15.58575099625159
usercpu_time_millis_training
16.35100899875397
usercpu_time_millis_training
16.00629699532874
usercpu_time_millis_training
15.79215699894121
usercpu_time_millis_training
16.441917003248818
usercpu_time_millis_training
16.10494000487961
usercpu_time_millis_training
15.954902999510523