10315072
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)
8173944
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
1e-10
15084
kernel
"rbf"
15084
kernel_params
null
15084
n_components
500
15084
n_epoch
2
15084
random_state
56362
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
21551791
description
https://api.openml.org/data/download/21551791/description.xml
-1
21551792
predictions
https://api.openml.org/data/download/21551792/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
331.838243
usercpu_time_millis
341.3492110000007
usercpu_time_millis
337.95646899999986
usercpu_time_millis
338.21176499999876
usercpu_time_millis
337.24155200000007
usercpu_time_millis
342.4178809999994
usercpu_time_millis
347.25122099999874
usercpu_time_millis
344.98525299999903
usercpu_time_millis
363.00533900000073
usercpu_time_millis
345.803523999999
usercpu_time_millis_testing
4.192543000000271
usercpu_time_millis_testing
4.278607999999906
usercpu_time_millis_testing
2.9319940000007705
usercpu_time_millis_testing
3.495537999999243
usercpu_time_millis_testing
3.0777890000006636
usercpu_time_millis_testing
3.0432319999995627
usercpu_time_millis_testing
3.74972100000015
usercpu_time_millis_testing
2.9132119999992767
usercpu_time_millis_testing
3.1018550000005973
usercpu_time_millis_testing
3.985131000000308
usercpu_time_millis_training
327.6456999999997
usercpu_time_millis_training
337.0706030000008
usercpu_time_millis_training
335.0244749999991
usercpu_time_millis_training
334.7162269999995
usercpu_time_millis_training
334.1637629999994
usercpu_time_millis_training
339.3746489999998
usercpu_time_millis_training
343.5014999999986
usercpu_time_millis_training
342.0720409999998
usercpu_time_millis_training
359.90348400000016
usercpu_time_millis_training
341.8183929999987
wall_clock_time_millis
331.8476676940918
wall_clock_time_millis
341.36295318603516
wall_clock_time_millis
337.9831314086914
wall_clock_time_millis
338.2234573364258
wall_clock_time_millis
337.3284339904785
wall_clock_time_millis
343.02306175231934
wall_clock_time_millis
347.4571704864502
wall_clock_time_millis
345.2017307281494
wall_clock_time_millis
363.02947998046875
wall_clock_time_millis
345.81565856933594
wall_clock_time_millis_testing
4.195451736450195
wall_clock_time_millis_testing
4.283666610717773
wall_clock_time_millis_testing
2.935647964477539
wall_clock_time_millis_testing
3.499746322631836
wall_clock_time_millis_testing
3.0815601348876953
wall_clock_time_millis_testing
3.050088882446289
wall_clock_time_millis_testing
3.755331039428711
wall_clock_time_millis_testing
2.918243408203125
wall_clock_time_millis_testing
3.1070709228515625
wall_clock_time_millis_testing
3.9899349212646484
wall_clock_time_millis_training
327.6522159576416
wall_clock_time_millis_training
337.0792865753174
wall_clock_time_millis_training
335.04748344421387
wall_clock_time_millis_training
334.72371101379395
wall_clock_time_millis_training
334.2468738555908
wall_clock_time_millis_training
339.97297286987305
wall_clock_time_millis_training
343.7018394470215
wall_clock_time_millis_training
342.2834873199463
wall_clock_time_millis_training
359.9224090576172
wall_clock_time_millis_training
341.8257236480713