10314629
8323
Heinrich Peters
3549
Supervised Classification
15083
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,fkceigenpro=sklearn_extra.fast_kernel.FKCEigenPro)(1)
8173501
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
memory
null
15083
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "fkceigenpro", "step_name": "fkceigenpro"}}]
15083
verbose
false
15083
bandwidth
5
15084
batch_size
"auto"
15084
coef0
1
15084
degree
4
15084
gamma
100.0
15084
kernel
"rbf"
15084
kernel_params
null
15084
n_components
2000
15084
n_epoch
2
15084
random_state
3497
15084
subsample_size
"auto"
15084
openml-python
Sklearn_0.21.2.
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
21550904
description
https://api.openml.org/data/download/21550904/description.xml
-1
21550905
predictions
https://api.openml.org/data/download/21550905/predictions.arff
area_under_roc_curve
0.9980916030534351 [0.998092,0.996622,1,1]
average_cost
0
f_measure
0.9976215871861825 [0.996855,0.99661,1,1]
kappa
0.9965403759924308
kb_relative_information_score
0.9971617504848819
mean_absolute_error
0.0011890606420927466
mean_prior_absolute_error
0.3438742269346884
number_of_instances
841 [317,296,55,173]
precision
0.997636788567126 [0.99373,1,1,1]
predictive_accuracy
0.9976218787158144
prior_entropy
1.7874257213274838
recall
0.9976218787158145 [1,0.993243,1,1]
relative_absolute_error
0.0034578358857890895
root_mean_prior_squared_error
0.41456416029192655
root_mean_squared_error
0.034482758620689655
root_relative_squared_error
0.08317833986519163
total_cost
0
area_under_roc_curve
0.9905660377358491 [0.990566,0.983333,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.9903846153846154 [0.990385,0.983333,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
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
0.9882260909578956 [0.984615,0.983051,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.988085925374061 [0.984615,0.983051,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
kappa
0.9829111379171693
kappa
1
kappa
1
kappa
1
kappa
1
kappa
0.9825581395348838
kappa
1
kappa
1
kappa
1
kappa
1
kb_relative_information_score
0.9860226253672303
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
0.9856546018181837
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
mean_absolute_error
0.0058823529411764705
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0.005952380952380952
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_prior_absolute_error
0.3442046641141667
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.3427444350521277
mean_prior_absolute_error
0.34444209636517364
mean_prior_absolute_error
0.34545646661031304
mean_prior_absolute_error
0.34545646661031304
mean_prior_absolute_error
0.34545646661031304
number_of_instances
85 [32,30,6,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,29,6,17]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
precision
0.9885918003565063 [0.969697,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
0.9884559884559885 [0.969697,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
predictive_accuracy
0.9882352941176471
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9880952380952381
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
1.7955605058178263
prior_entropy
1.7703236950643249
prior_entropy
1.7703236950643249
prior_entropy
1.7703236950643249
prior_entropy
1.7703236950643249
prior_entropy
1.7703236950643249
prior_entropy
1.7989780307636483
prior_entropy
1.8093344528997866
prior_entropy
1.8093344528997866
prior_entropy
1.8093344528997866
recall
0.9882352941176471 [1,0.966667,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
0.9880952380952381 [1,0.966667,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
relative_absolute_error
0.017089695621397494
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0.017366820124958878
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
root_mean_prior_squared_error
0.4149625045447236
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
0.4152484947944263
root_mean_prior_squared_error
0.416468105230372
root_mean_prior_squared_error
0.416468105230372
root_mean_prior_squared_error
0.416468105230372
root_mean_squared_error
0.07669649888473705
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.07715167498104596
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_relative_squared_error
0.18482753994577092
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.1867178316416686
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
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
total_cost
0
usercpu_time_millis
541.2360380141763
usercpu_time_millis
573.4010949963704
usercpu_time_millis
696.3360280060442
usercpu_time_millis
659.0156980091706
usercpu_time_millis
662.7034720004303
usercpu_time_millis
669.6782520011766
usercpu_time_millis
663.5166420019232
usercpu_time_millis
660.5910049984232
usercpu_time_millis
656.3767359912163
usercpu_time_millis
679.5921239972813
usercpu_time_millis_testing
4.033639008412138
usercpu_time_millis_testing
3.6244899965822697
usercpu_time_millis_testing
4.21463800012134
usercpu_time_millis_testing
3.8278990105027333
usercpu_time_millis_testing
4.0649379952810705
usercpu_time_millis_testing
4.370994007331319
usercpu_time_millis_testing
3.918197995517403
usercpu_time_millis_testing
4.124436993151903
usercpu_time_millis_testing
4.160376993240789
usercpu_time_millis_testing
4.5495709928218275
usercpu_time_millis_training
537.2023990057642
usercpu_time_millis_training
569.7766049997881
usercpu_time_millis_training
692.1213900059229
usercpu_time_millis_training
655.1877989986679
usercpu_time_millis_training
658.6385340051493
usercpu_time_millis_training
665.3072579938453
usercpu_time_millis_training
659.5984440064058
usercpu_time_millis_training
656.4665680052713
usercpu_time_millis_training
652.2163589979755
usercpu_time_millis_training
675.0425530044595
wall_clock_time_millis
541.2704944610596
wall_clock_time_millis
573.4348297119141
wall_clock_time_millis
696.3849067687988
wall_clock_time_millis
659.0430736541748
wall_clock_time_millis
662.733793258667
wall_clock_time_millis
669.7161197662354
wall_clock_time_millis
663.5458469390869
wall_clock_time_millis
660.6354713439941
wall_clock_time_millis
656.4044952392578
wall_clock_time_millis
679.6252727508545
wall_clock_time_millis_testing
4.049777984619141
wall_clock_time_millis_testing
3.63922119140625
wall_clock_time_millis_testing
4.231452941894531
wall_clock_time_millis_testing
3.841400146484375
wall_clock_time_millis_testing
4.079341888427734
wall_clock_time_millis_testing
4.389762878417969
wall_clock_time_millis_testing
3.934144973754883
wall_clock_time_millis_testing
4.136562347412109
wall_clock_time_millis_testing
4.173040390014648
wall_clock_time_millis_testing
4.56690788269043
wall_clock_time_millis_training
537.2207164764404
wall_clock_time_millis_training
569.7956085205078
wall_clock_time_millis_training
692.1534538269043
wall_clock_time_millis_training
655.2016735076904
wall_clock_time_millis_training
658.6544513702393
wall_clock_time_millis_training
665.3263568878174
wall_clock_time_millis_training
659.611701965332
wall_clock_time_millis_training
656.498908996582
wall_clock_time_millis_training
652.2314548492432
wall_clock_time_millis_training
675.0583648681641