10306219
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)
8172063
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
2
15084
gamma
1000.0
15084
kernel
"laplace"
15084
kernel_params
"\"\\\"null\\\"\""
15084
n_components
2000
15084
n_epoch
2
15084
random_state
52173
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
21534042
description
https://api.openml.org/data/download/21534042/description.xml
-1
21534043
predictions
https://api.openml.org/data/download/21534043/predictions.arff
area_under_roc_curve
0.998128370334057 [0.997469,0.997393,1,1]
average_cost
0
f_measure
0.9976218787158145 [0.996845,0.996622,1,1]
kappa
0.9965406748357748
kb_relative_information_score
0.9971898174091762
mean_absolute_error
0.0011890606420927466
mean_prior_absolute_error
0.3438742269346884
number_of_instances
841 [317,296,55,173]
precision
0.9976218787158145 [0.996845,0.996622,1,1]
predictive_accuracy
0.9976218787158144
prior_entropy
1.7874257213274838
recall
0.9976218787158145 [0.996845,0.996622,1,1]
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
0.9907407407407408 [0.984375,0.990741,1,1]
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
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
0.9880983358735114 [0.984127,0.983607,1,1]
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
1 [1,1,1,1]
kappa
0.9829111379171693
kappa
1
kappa
1
kappa
1
kappa
0.9825726141078839
kappa
1
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
0.9859383197947719
kb_relative_information_score
1
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
0.005952380952380952
mean_absolute_error
0
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
0.988479262672811 [1,0.967742,1,1]
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
1 [1,1,1,1]
predictive_accuracy
0.9882352941176471
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
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
0.9880952380952381 [0.96875,1,1,1]
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
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
0.017366820124958878
relative_absolute_error
0
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
0.07715167498104596
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
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
0.1867178316416686
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
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
426.1057429999937
usercpu_time_millis
432.82561699996336
usercpu_time_millis
488.13057099999924
usercpu_time_millis
473.0346529999849
usercpu_time_millis
419.82341299998893
usercpu_time_millis
408.41618300001414
usercpu_time_millis
438.6978670000019
usercpu_time_millis
394.9966450000204
usercpu_time_millis
410.87347600003454
usercpu_time_millis
397.6101519999986
usercpu_time_millis_testing
2.604877999999644
usercpu_time_millis_testing
3.023335999984056
usercpu_time_millis_testing
4.404523999994581
usercpu_time_millis_testing
2.5447399999904974
usercpu_time_millis_testing
2.7364929999862397
usercpu_time_millis_testing
3.4940670000196405
usercpu_time_millis_testing
2.698450999986335
usercpu_time_millis_testing
2.5349280000170893
usercpu_time_millis_testing
2.395136000018283
usercpu_time_millis_testing
2.351363999991918
usercpu_time_millis_training
423.50086499999406
usercpu_time_millis_training
429.8022809999793
usercpu_time_millis_training
483.72604700000466
usercpu_time_millis_training
470.48991299999443
usercpu_time_millis_training
417.0869200000027
usercpu_time_millis_training
404.9221159999945
usercpu_time_millis_training
435.9994160000156
usercpu_time_millis_training
392.4617170000033
usercpu_time_millis_training
408.47834000001626
usercpu_time_millis_training
395.2587880000067
wall_clock_time_millis
429.0030002593994
wall_clock_time_millis
435.1186752319336
wall_clock_time_millis
488.2855415344238
wall_clock_time_millis
473.0701446533203
wall_clock_time_millis
419.846773147583
wall_clock_time_millis
408.4336757659912
wall_clock_time_millis
438.7369155883789
wall_clock_time_millis
395.01428604125977
wall_clock_time_millis
410.9032154083252
wall_clock_time_millis
397.62067794799805
wall_clock_time_millis_testing
2.6161670684814453
wall_clock_time_millis_testing
3.0303001403808594
wall_clock_time_millis_testing
4.41431999206543
wall_clock_time_millis_testing
2.5534629821777344
wall_clock_time_millis_testing
2.745389938354492
wall_clock_time_millis_testing
3.5016536712646484
wall_clock_time_millis_testing
2.7086734771728516
wall_clock_time_millis_testing
2.54058837890625
wall_clock_time_millis_testing
2.401590347290039
wall_clock_time_millis_testing
2.356290817260742
wall_clock_time_millis_training
426.38683319091797
wall_clock_time_millis_training
432.08837509155273
wall_clock_time_millis_training
483.8712215423584
wall_clock_time_millis_training
470.5166816711426
wall_clock_time_millis_training
417.1013832092285
wall_clock_time_millis_training
404.93202209472656
wall_clock_time_millis_training
436.02824211120605
wall_clock_time_millis_training
392.4736976623535
wall_clock_time_millis_training
408.50162506103516
wall_clock_time_millis_training
395.2643871307373