10306280
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)
8171949
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
100000.0
15084
kernel
"laplace"
15084
kernel_params
"\"null\""
15084
n_components
1000
15084
n_epoch
2
15084
random_state
51877
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
21534164
description
https://api.openml.org/data/download/21534164/description.xml
-1
21534165
predictions
https://api.openml.org/data/download/21534165/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
431.4639509999836
usercpu_time_millis
462.6942559999918
usercpu_time_millis
422.81977999999754
usercpu_time_millis
395.85140299999466
usercpu_time_millis
415.43933099998753
usercpu_time_millis
406.5943229999789
usercpu_time_millis
420.3701470000283
usercpu_time_millis
410.9191619999706
usercpu_time_millis
413.8629360000152
usercpu_time_millis
432.08614899998565
usercpu_time_millis_testing
2.710213999989719
usercpu_time_millis_testing
2.5615739999977905
usercpu_time_millis_testing
2.377144999996972
usercpu_time_millis_testing
2.552476999994724
usercpu_time_millis_testing
2.4824399999943125
usercpu_time_millis_testing
2.8612600000030852
usercpu_time_millis_testing
2.5593410000226413
usercpu_time_millis_testing
2.4506999999971413
usercpu_time_millis_testing
2.5557149999997364
usercpu_time_millis_testing
2.837540999991006
usercpu_time_millis_training
428.75373699999386
usercpu_time_millis_training
460.132681999994
usercpu_time_millis_training
420.44263500000056
usercpu_time_millis_training
393.29892599999994
usercpu_time_millis_training
412.9568909999932
usercpu_time_millis_training
403.7330629999758
usercpu_time_millis_training
417.81080600000564
usercpu_time_millis_training
408.46846199997344
usercpu_time_millis_training
411.3072210000155
usercpu_time_millis_training
429.24860799999465
wall_clock_time_millis
431.5023422241211
wall_clock_time_millis
462.72945404052734
wall_clock_time_millis
422.8334426879883
wall_clock_time_millis
395.88308334350586
wall_clock_time_millis
415.4939651489258
wall_clock_time_millis
406.63909912109375
wall_clock_time_millis
420.3915596008301
wall_clock_time_millis
410.93945503234863
wall_clock_time_millis
413.96474838256836
wall_clock_time_millis
432.10554122924805
wall_clock_time_millis_testing
2.7163028717041016
wall_clock_time_millis_testing
2.567768096923828
wall_clock_time_millis_testing
2.3827552795410156
wall_clock_time_millis_testing
2.562284469604492
wall_clock_time_millis_testing
2.489805221557617
wall_clock_time_millis_testing
2.8700828552246094
wall_clock_time_millis_testing
2.568960189819336
wall_clock_time_millis_testing
2.458810806274414
wall_clock_time_millis_testing
2.5649070739746094
wall_clock_time_millis_testing
2.846240997314453
wall_clock_time_millis_training
428.786039352417
wall_clock_time_millis_training
460.1616859436035
wall_clock_time_millis_training
420.45068740844727
wall_clock_time_millis_training
393.32079887390137
wall_clock_time_millis_training
413.00415992736816
wall_clock_time_millis_training
403.76901626586914
wall_clock_time_millis_training
417.82259941101074
wall_clock_time_millis_training
408.4806442260742
wall_clock_time_millis_training
411.39984130859375
wall_clock_time_millis_training
429.2593002319336