10306223
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)
8172642
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
100000.0
15084
kernel
"laplace"
15084
kernel_params
"\"\\\"null\\\"\""
15084
n_components
3000
15084
n_epoch
2
15084
random_state
33578
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
21534050
description
https://api.openml.org/data/download/21534050/description.xml
-1
21534051
predictions
https://api.openml.org/data/download/21534051/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
509.49083800000494
usercpu_time_millis
428.72556100002157
usercpu_time_millis
415.348889000029
usercpu_time_millis
400.6110109999952
usercpu_time_millis
405.5470019999916
usercpu_time_millis
397.0135729999811
usercpu_time_millis
390.10868699998014
usercpu_time_millis
389.4974260000197
usercpu_time_millis
394.2621130000248
usercpu_time_millis
400.34284700001876
usercpu_time_millis_testing
3.6909119999961604
usercpu_time_millis_testing
2.573295000019016
usercpu_time_millis_testing
2.69071400001053
usercpu_time_millis_testing
2.5524369999914143
usercpu_time_millis_testing
2.4346849999972164
usercpu_time_millis_testing
2.48002899999733
usercpu_time_millis_testing
2.62922499999263
usercpu_time_millis_testing
2.5011259999985214
usercpu_time_millis_testing
3.2502810000210047
usercpu_time_millis_testing
2.5668789999997443
usercpu_time_millis_training
505.7999260000088
usercpu_time_millis_training
426.15226600000256
usercpu_time_millis_training
412.65817500001845
usercpu_time_millis_training
398.0585740000038
usercpu_time_millis_training
403.1123169999944
usercpu_time_millis_training
394.53354399998375
usercpu_time_millis_training
387.4794619999875
usercpu_time_millis_training
386.99630000002117
usercpu_time_millis_training
391.0118320000038
usercpu_time_millis_training
397.775968000019
wall_clock_time_millis
509.79137420654297
wall_clock_time_millis
428.7416934967041
wall_clock_time_millis
415.3866767883301
wall_clock_time_millis
400.65956115722656
wall_clock_time_millis
405.8525562286377
wall_clock_time_millis
397.24040031433105
wall_clock_time_millis
390.1257514953613
wall_clock_time_millis
389.5139694213867
wall_clock_time_millis
394.2835330963135
wall_clock_time_millis
400.371789932251
wall_clock_time_millis_testing
3.701448440551758
wall_clock_time_millis_testing
2.5835037231445312
wall_clock_time_millis_testing
2.700328826904297
wall_clock_time_millis_testing
2.561330795288086
wall_clock_time_millis_testing
2.4428367614746094
wall_clock_time_millis_testing
2.488374710083008
wall_clock_time_millis_testing
2.637624740600586
wall_clock_time_millis_testing
2.5072097778320312
wall_clock_time_millis_testing
3.257274627685547
wall_clock_time_millis_testing
2.5768280029296875
wall_clock_time_millis_training
506.0899257659912
wall_clock_time_millis_training
426.15818977355957
wall_clock_time_millis_training
412.6863479614258
wall_clock_time_millis_training
398.0982303619385
wall_clock_time_millis_training
403.4097194671631
wall_clock_time_millis_training
394.75202560424805
wall_clock_time_millis_training
387.48812675476074
wall_clock_time_millis_training
387.0067596435547
wall_clock_time_millis_training
391.02625846862793
wall_clock_time_millis_training
397.7949619293213