10377589
8323
Heinrich Peters
3549
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8232075
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"median"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
1479.684750929223
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.9352863440122492
13389
decision_function_shape
"ovr"
13389
degree
1
13389
gamma
5.9403103232131136e-05
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
1
13389
shrinking
true
13389
tol
0.001
13389
verbose
false
13389
memory
null
16345
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": "svc", "step_name": "svc"}}]
16345
verbose
false
16345
openml-python
Sklearn_0.21.2.
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
21676887
description
https://api.openml.org/data/download/21676887/description.xml
-1
21676888
predictions
https://api.openml.org/data/download/21676888/predictions.arff
area_under_roc_curve
0.9971741718607746 [0.996514,0.995704,1,1]
average_cost
0
f_measure
0.9964326089579767 [0.995276,0.994924,1,1]
kappa
0.9948107881308348
kb_relative_information_score
0.9957706926516171
mean_absolute_error
0.0017835909631391202
mean_prior_absolute_error
0.3438742269346884
number_of_instances
841 [317,296,55,173]
precision
0.996436265728499 [0.993711,0.99661,1,1]
predictive_accuracy
0.9964328180737217
prior_entropy
1.7874257213274838
recall
0.9964328180737217 [0.996845,0.993243,1,1]
relative_absolute_error
0.005186753828683634
root_mean_prior_squared_error
0.41456416029192655
root_mean_squared_error
0.04223258177212376
root_relative_squared_error
0.10187224516076002
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
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
0.9880983358735114 [0.984127,0.983607,1,1]
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
0.9825726141078839
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
0.9859383197947719
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
0.005952380952380952
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
0.988479262672811 [1,0.967742,1,1]
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
0.9880952380952381
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
0.9880952380952381 [0.96875,1,1,1]
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
0.017366820124958878
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
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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
0.07715167498104596
root_mean_squared_error
0
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0
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0
root_mean_squared_error
0
root_relative_squared_error
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root_relative_squared_error
0
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0
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0
root_relative_squared_error
0.1867178316416686
root_relative_squared_error
0.1867178316416686
root_relative_squared_error
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0
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0
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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
36.259596999968835
usercpu_time_millis
39.34500900001581
usercpu_time_millis
34.75729099997693
usercpu_time_millis
35.584640999985595
usercpu_time_millis
36.482954999996764
usercpu_time_millis
34.52251700002762
usercpu_time_millis
34.621727999990526
usercpu_time_millis
35.186791000029416
usercpu_time_millis
36.073584000007486
usercpu_time_millis
37.02720699999418
usercpu_time_millis_testing
3.411801999988029
usercpu_time_millis_testing
3.185683000026529
usercpu_time_millis_testing
3.274298999997427
usercpu_time_millis_testing
3.170926999985113
usercpu_time_millis_testing
3.2650959999784845
usercpu_time_millis_testing
3.0387570000129926
usercpu_time_millis_testing
3.0910119999987273
usercpu_time_millis_testing
3.164649000012787
usercpu_time_millis_testing
3.2196280000107436
usercpu_time_millis_testing
3.323919999985492
usercpu_time_millis_training
32.847794999980806
usercpu_time_millis_training
36.15932599998928
usercpu_time_millis_training
31.482991999979504
usercpu_time_millis_training
32.41371400000048
usercpu_time_millis_training
33.21785900001828
usercpu_time_millis_training
31.483760000014627
usercpu_time_millis_training
31.5307159999918
usercpu_time_millis_training
32.02214200001663
usercpu_time_millis_training
32.85395599999674
usercpu_time_millis_training
33.703287000008686
wall_clock_time_millis
36.27300262451172
wall_clock_time_millis
39.357900619506836
wall_clock_time_millis
34.76977348327637
wall_clock_time_millis
35.59708595275879
wall_clock_time_millis
36.495208740234375
wall_clock_time_millis
34.53707695007324
wall_clock_time_millis
34.63292121887207
wall_clock_time_millis
35.19845008850098
wall_clock_time_millis
36.0867977142334
wall_clock_time_millis
37.04261779785156
wall_clock_time_millis_testing
3.4189224243164062
wall_clock_time_millis_testing
3.192901611328125
wall_clock_time_millis_testing
3.2808780670166016
wall_clock_time_millis_testing
3.177642822265625
wall_clock_time_millis_testing
3.2715797424316406
wall_clock_time_millis_testing
3.046274185180664
wall_clock_time_millis_testing
3.0977725982666016
wall_clock_time_millis_testing
3.1707286834716797
wall_clock_time_millis_testing
3.226757049560547
wall_clock_time_millis_testing
3.3321380615234375
wall_clock_time_millis_training
32.85408020019531
wall_clock_time_millis_training
36.16499900817871
wall_clock_time_millis_training
31.488895416259766
wall_clock_time_millis_training
32.419443130493164
wall_clock_time_millis_training
33.223628997802734
wall_clock_time_millis_training
31.490802764892578
wall_clock_time_millis_training
31.53514862060547
wall_clock_time_millis_training
32.0277214050293
wall_clock_time_millis_training
32.86004066467285
wall_clock_time_millis_training
33.710479736328125