10306238
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)
8172046
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
0.1
15084
kernel
"laplace"
15084
kernel_params
"\"\\\"null\\\"\""
15084
n_components
2000
15084
n_epoch
2
15084
random_state
55909
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
21534080
description
https://api.openml.org/data/download/21534080/description.xml
-1
21534081
predictions
https://api.openml.org/data/download/21534081/predictions.arff
area_under_roc_curve
0.996256740668114 [0.996514,0.994787,1,0.99711]
average_cost
0
f_measure
0.9952448429600025 [0.995276,0.993243,1,0.997101]
kappa
0.9930793000300364
kb_relative_information_score
0.9940327608348176
mean_absolute_error
0.0023781212841854932
mean_prior_absolute_error
0.3438742269346884
number_of_instances
841 [317,296,55,173]
precision
0.9952512358004472 [0.993711,0.993243,1,1]
predictive_accuracy
0.9952437574316291
prior_entropy
1.7874257213274838
recall
0.995243757431629 [0.996845,0.993243,1,0.99422]
relative_absolute_error
0.006915671771578179
root_mean_prior_squared_error
0.41456416029192655
root_mean_squared_error
0.04876598490941707
root_relative_squared_error
0.11763193633303269
total_cost
0
area_under_roc_curve
0.981132075471698 [0.981132,0.966667,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.9907407407407408 [1,0.990741,1,0.970588]
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
0.9764214149609688 [0.969697,0.965517,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.9880124429304757 [1,0.983607,1,0.969697]
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
0.9658085277554306
kappa
1
kappa
0.9825182101977108
kappa
1
kappa
0.9825726141078839
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kb_relative_information_score
0.9720452507344605
kb_relative_information_score
1
kb_relative_information_score
0.9824319012179616
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
0.011764705882352941
mean_absolute_error
0
mean_absolute_error
0.005952380952380952
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
0.9778546712802769 [0.941176,1,1,1]
precision
1 [1,1,1,1]
precision
0.988479262672811 [1,0.967742,1,1]
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
0.9764705882352941
predictive_accuracy
1
predictive_accuracy
0.9880952380952381
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
0.9764705882352941 [1,0.933333,1,1]
recall
1 [1,1,1,1]
recall
0.9880952380952381 [1,1,1,0.941176]
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
0.03417939124279499
relative_absolute_error
0
relative_absolute_error
0.017366820124958878
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
0.10846522890932808
root_mean_squared_error
0
root_mean_squared_error
0.07715167498104596
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
0.2613856136913642
root_relative_squared_error
0
root_relative_squared_error
0.1867178316416686
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
431.95063500002107
usercpu_time_millis
396.3450120000118
usercpu_time_millis
400.38192399998707
usercpu_time_millis
406.23924199999806
usercpu_time_millis
402.6859370000011
usercpu_time_millis
483.3418169999959
usercpu_time_millis
417.7699809999922
usercpu_time_millis
411.139640999977
usercpu_time_millis
436.25913400003924
usercpu_time_millis
428.96288000000027
usercpu_time_millis_testing
2.6102799999989656
usercpu_time_millis_testing
2.444971000016949
usercpu_time_millis_testing
2.634040000003779
usercpu_time_millis_testing
2.4755080000034013
usercpu_time_millis_testing
2.6950120000037714
usercpu_time_millis_testing
2.4859090000006745
usercpu_time_millis_testing
2.5829580000049646
usercpu_time_millis_testing
2.5226759999839032
usercpu_time_millis_testing
2.4417350000192073
usercpu_time_millis_testing
2.5245999999867763
usercpu_time_millis_training
429.3403550000221
usercpu_time_millis_training
393.90004099999487
usercpu_time_millis_training
397.7478839999833
usercpu_time_millis_training
403.76373399999466
usercpu_time_millis_training
399.99092499999733
usercpu_time_millis_training
480.8559079999952
usercpu_time_millis_training
415.1870229999872
usercpu_time_millis_training
408.6169649999931
usercpu_time_millis_training
433.81739900002003
usercpu_time_millis_training
426.4382800000135
wall_clock_time_millis
431.9767951965332
wall_clock_time_millis
396.3789939880371
wall_clock_time_millis
400.407075881958
wall_clock_time_millis
406.25905990600586
wall_clock_time_millis
402.7266502380371
wall_clock_time_millis
483.40725898742676
wall_clock_time_millis
417.79208183288574
wall_clock_time_millis
411.19837760925293
wall_clock_time_millis
436.3107681274414
wall_clock_time_millis
430.3562641143799
wall_clock_time_millis_testing
2.616405487060547
wall_clock_time_millis_testing
2.455472946166992
wall_clock_time_millis_testing
2.6443004608154297
wall_clock_time_millis_testing
2.4862289428710938
wall_clock_time_millis_testing
2.7005672454833984
wall_clock_time_millis_testing
2.492666244506836
wall_clock_time_millis_testing
2.5937557220458984
wall_clock_time_millis_testing
2.5281906127929688
wall_clock_time_millis_testing
2.451181411743164
wall_clock_time_millis_testing
2.5331974029541016
wall_clock_time_millis_training
429.36038970947266
wall_clock_time_millis_training
393.9235210418701
wall_clock_time_millis_training
397.7627754211426
wall_clock_time_millis_training
403.77283096313477
wall_clock_time_millis_training
400.0260829925537
wall_clock_time_millis_training
480.9145927429199
wall_clock_time_millis_training
415.19832611083984
wall_clock_time_millis_training
408.67018699645996
wall_clock_time_millis_training
433.85958671569824
wall_clock_time_millis_training
427.8230667114258