8707587
1
Jan van Rijn
14967
Supervised Classification
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)
6685006
axis
0
7660
categorical_features
[0, 1]
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
[0, 1]
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
108.17318962995274
7708
cache_size
200
7708
class_weight
null
7708
coef0
0.5247499028014846
7708
decision_function_shape
null
7708
degree
2
7708
gamma
0.007876683787640615
7708
kernel
"poly"
7708
max_iter
-1
7708
probability
true
7708
random_state
9082
7708
shrinking
false
7708
tol
0.002185663472027909
7708
verbose
false
7708
openml-pimp
openml-python
Sklearn_0.18.1.
study_71
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
18332033
description
https://api.openml.org/data/download/18332033/description.xml
-1
18332034
predictions
https://api.openml.org/data/download/18332034/predictions.arff
area_under_roc_curve
1 [1,1,1,1,1,1]
average_cost
0
f_measure
1 [1,1,1,1,1,1]
kappa
1
kb_relative_information_score
2781.9702280324373
mean_absolute_error
0.002842802705034328
mean_prior_absolute_error
0.27287997162595995
number_of_instances
2796 [576,341,680,511,414,274]
precision
1 [1,1,1,1,1,1]
predictive_accuracy
1
prior_entropy
2.5206634795042744
recall
1 [1,1,1,1,1,1]
relative_absolute_error
0.01041777704715901
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.004210312720911543
root_relative_squared_error
0.011398609284831432
total_cost
0
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
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 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kb_relative_information_score
278.68648119232193
kb_relative_information_score
278.70121353040844
kb_relative_information_score
278.709757784983
kb_relative_information_score
278.6853315437946
kb_relative_information_score
278.3083608511119
kb_relative_information_score
278.58949197083274
kb_relative_information_score
277.5698821842962
kb_relative_information_score
277.5569105334864
kb_relative_information_score
277.5642489158014
kb_relative_information_score
277.5985495253983
mean_absolute_error
0.0028688423629028453
mean_absolute_error
0.0028387085035456437
mean_absolute_error
0.002820800900220523
mean_absolute_error
0.0028712084176934025
mean_absolute_error
0.002914148121715801
mean_absolute_error
0.002811430343829325
mean_absolute_error
0.0028307641550517834
mean_absolute_error
0.002857751427274938
mean_absolute_error
0.002842782234891451
mean_absolute_error
0.0027713456999927965
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272804289453111
mean_prior_absolute_error
0.27287651677373237
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,52,41,27]
number_of_instances
280 [58,35,68,51,41,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
relative_absolute_error
0.01051223884993436
relative_absolute_error
0.010401819981637703
relative_absolute_error
0.010336201526675588
relative_absolute_error
0.010520908734837062
relative_absolute_error
0.010682193185296958
relative_absolute_error
0.010302939868440737
relative_absolute_error
0.010373859819076221
relative_absolute_error
0.010472759679187362
relative_absolute_error
0.010417902299735968
relative_absolute_error
0.010156109879595043
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36926827610333357
root_mean_prior_squared_error
0.36936606105183667
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_squared_error
0.004240051976486497
root_mean_squared_error
0.004165397223597466
root_mean_squared_error
0.004185698582002456
root_mean_squared_error
0.004242795042541072
root_mean_squared_error
0.004430924758857239
root_mean_squared_error
0.004179222756876284
root_mean_squared_error
0.004186445177358748
root_mean_squared_error
0.004197051794499065
root_mean_squared_error
0.004145190803535667
root_mean_squared_error
0.004121712058161443
root_relative_squared_error
0.011478070549498723
root_relative_squared_error
0.011275975734324843
root_relative_squared_error
0.011330932707804262
root_relative_squared_error
0.011485496190946269
root_relative_squared_error
0.011999202329574932
root_relative_squared_error
0.011314582463194348
root_relative_squared_error
0.011334210408875096
root_relative_squared_error
0.011362926330212105
root_relative_squared_error
0.011222520004871719
root_relative_squared_error
0.011158954610143261
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
1372.2526419951464
usercpu_time_millis
1322.4585280040628
usercpu_time_millis
1255.7265180003014
usercpu_time_millis
1319.3317369950819
usercpu_time_millis
1273.368690002826
usercpu_time_millis
1432.0692160035833
usercpu_time_millis
1360.7043809970492
usercpu_time_millis
1321.3845439968281
usercpu_time_millis
2040.3733180064592
usercpu_time_millis
1337.9387439927086
usercpu_time_millis_testing
31.768647997523658
usercpu_time_millis_testing
34.17709600034868
usercpu_time_millis_testing
31.69331599929137
usercpu_time_millis_testing
34.19987199595198
usercpu_time_millis_testing
33.76514700357802
usercpu_time_millis_testing
34.36492000037106
usercpu_time_millis_testing
32.04864399594953
usercpu_time_millis_testing
33.95423699839739
usercpu_time_millis_testing
41.746686001715716
usercpu_time_millis_testing
32.24121599487262
usercpu_time_millis_training
1340.4839939976227
usercpu_time_millis_training
1288.2814320037141
usercpu_time_millis_training
1224.03320200101
usercpu_time_millis_training
1285.13186499913
usercpu_time_millis_training
1239.603542999248
usercpu_time_millis_training
1397.7042960032122
usercpu_time_millis_training
1328.6557370010996
usercpu_time_millis_training
1287.4303069984308
usercpu_time_millis_training
1998.6266320047434
usercpu_time_millis_training
1305.697527997836