10377585
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)
8232073
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
6.523402639623098
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.9910419299036028
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
0.014605206438592465
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
21676879
description
https://api.openml.org/data/download/21676879/description.xml
-1
21676880
predictions
https://api.openml.org/data/download/21676880/predictions.arff
area_under_roc_curve
0.996256740668114 [0.996514,0.994787,0.990909,1]
average_cost
0
f_measure
0.9952411118296803 [0.995276,0.993243,0.990826,1]
kappa
0.9930776195571651
kb_relative_information_score
0.9931001818726035
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 [0.996845,0.993243,0.981818,1]
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
0.9905660377358491 [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
0.9909090909090909 [1,0.990909,0.916667,1]
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
0.9876550003668647 [1,0.983051,0.909091,1]
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
0.9827550810921782
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
0.9735868501534317
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
0.005952380952380952
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
0.9884920634920634 [1,0.966667,1,1]
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
0.9880952380952381
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
0.9880952380952381 [1,1,0.833333,1]
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
0.017230480618258177
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
0.07715167498104596
root_mean_squared_error
0
root_mean_squared_error
0.07715167498104596
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
0.1867178316416686
root_relative_squared_error
0
root_relative_squared_error
0.1852523014658446
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
72.71946400001639
usercpu_time_millis
71.27194499997813
usercpu_time_millis
69.30819700002644
usercpu_time_millis
69.5920610000087
usercpu_time_millis
75.57659799996941
usercpu_time_millis
69.54402000002347
usercpu_time_millis
70.29779100000155
usercpu_time_millis
71.34844899999848
usercpu_time_millis
71.02613599997198
usercpu_time_millis
72.91294999998854
usercpu_time_millis_testing
6.594886000016231
usercpu_time_millis_testing
6.4058309999950325
usercpu_time_millis_testing
6.286792000025798
usercpu_time_millis_testing
6.278096000016831
usercpu_time_millis_testing
6.490118999977312
usercpu_time_millis_testing
6.309594000015295
usercpu_time_millis_testing
6.363004000007777
usercpu_time_millis_testing
6.444126999980426
usercpu_time_millis_testing
6.370679999974982
usercpu_time_millis_testing
6.61736199998586
usercpu_time_millis_training
66.12457800000016
usercpu_time_millis_training
64.8661139999831
usercpu_time_millis_training
63.02140500000064
usercpu_time_millis_training
63.31396499999187
usercpu_time_millis_training
69.0864789999921
usercpu_time_millis_training
63.23442600000817
usercpu_time_millis_training
63.934786999993776
usercpu_time_millis_training
64.90432200001806
usercpu_time_millis_training
64.655455999997
usercpu_time_millis_training
66.29558800000268
wall_clock_time_millis
72.73292541503906
wall_clock_time_millis
71.2885856628418
wall_clock_time_millis
69.32473182678223
wall_clock_time_millis
69.60630416870117
wall_clock_time_millis
75.5913257598877
wall_clock_time_millis
69.56124305725098
wall_clock_time_millis
70.3134536743164
wall_clock_time_millis
71.3653564453125
wall_clock_time_millis
71.03753089904785
wall_clock_time_millis
72.92914390563965
wall_clock_time_millis_testing
6.604194641113281
wall_clock_time_millis_testing
6.417274475097656
wall_clock_time_millis_testing
6.297826766967773
wall_clock_time_millis_testing
6.287097930908203
wall_clock_time_millis_testing
6.499528884887695
wall_clock_time_millis_testing
6.320714950561523
wall_clock_time_millis_testing
6.372928619384766
wall_clock_time_millis_testing
6.454706192016602
wall_clock_time_millis_testing
6.379365921020508
wall_clock_time_millis_testing
6.627798080444336
wall_clock_time_millis_training
66.12873077392578
wall_clock_time_millis_training
64.87131118774414
wall_clock_time_millis_training
63.02690505981445
wall_clock_time_millis_training
63.31920623779297
wall_clock_time_millis_training
69.091796875
wall_clock_time_millis_training
63.24052810668945
wall_clock_time_millis_training
63.94052505493164
wall_clock_time_millis_training
64.9106502532959
wall_clock_time_millis_training
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wall_clock_time_millis_training
66.30134582519531