10376402
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)
8231650
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
13150.458449119973
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.14901796408205747
13389
decision_function_shape
"ovr"
13389
degree
4
13389
gamma
5.107606853951426e-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
21674513
description
https://api.openml.org/data/download/21674513/description.xml
-1
21674514
predictions
https://api.openml.org/data/download/21674514/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
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
root_mean_squared_error
0
root_mean_squared_error
0
root_relative_squared_error
0.18482753994577092
root_relative_squared_error
0
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0
root_relative_squared_error
0
root_relative_squared_error
0.1867178316416686
root_relative_squared_error
0.1867178316416686
root_relative_squared_error
0
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0
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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
37.00532899999587
usercpu_time_millis
37.1869490000023
usercpu_time_millis
36.820435000009866
usercpu_time_millis
36.427605000014296
usercpu_time_millis
38.37666599999068
usercpu_time_millis
36.163149000003614
usercpu_time_millis
35.831268000009686
usercpu_time_millis
35.56219500001134
usercpu_time_millis
25.31532000000425
usercpu_time_millis
25.950698000016814
usercpu_time_millis_testing
3.4409489999944753
usercpu_time_millis_testing
3.266375999999127
usercpu_time_millis_testing
3.4025060000004714
usercpu_time_millis_testing
3.1341220000058456
usercpu_time_millis_testing
3.4534649999926614
usercpu_time_millis_testing
3.1809850000001916
usercpu_time_millis_testing
3.1644320000054904
usercpu_time_millis_testing
3.160596000000737
usercpu_time_millis_testing
2.2085119999957215
usercpu_time_millis_testing
2.2780840000109492
usercpu_time_millis_training
33.56438000000139
usercpu_time_millis_training
33.92057300000317
usercpu_time_millis_training
33.417929000009394
usercpu_time_millis_training
33.29348300000845
usercpu_time_millis_training
34.923200999998016
usercpu_time_millis_training
32.98216400000342
usercpu_time_millis_training
32.666836000004196
usercpu_time_millis_training
32.401599000010606
usercpu_time_millis_training
23.106808000008527
usercpu_time_millis_training
23.672614000005865
wall_clock_time_millis
37.02139854431152
wall_clock_time_millis
37.19973564147949
wall_clock_time_millis
36.832332611083984
wall_clock_time_millis
36.441802978515625
wall_clock_time_millis
38.39707374572754
wall_clock_time_millis
36.177635192871094
wall_clock_time_millis
35.84575653076172
wall_clock_time_millis
35.57538986206055
wall_clock_time_millis
25.32505989074707
wall_clock_time_millis
25.960206985473633
wall_clock_time_millis_testing
3.4508705139160156
wall_clock_time_millis_testing
3.277301788330078
wall_clock_time_millis_testing
3.4105777740478516
wall_clock_time_millis_testing
3.1464099884033203
wall_clock_time_millis_testing
3.4656524658203125
wall_clock_time_millis_testing
3.1905174255371094
wall_clock_time_millis_testing
3.1731128692626953
wall_clock_time_millis_testing
3.168344497680664
wall_clock_time_millis_testing
2.213001251220703
wall_clock_time_millis_testing
2.2819042205810547
wall_clock_time_millis_training
33.57052803039551
wall_clock_time_millis_training
33.922433853149414
wall_clock_time_millis_training
33.42175483703613
wall_clock_time_millis_training
33.295392990112305
wall_clock_time_millis_training
34.93142127990723
wall_clock_time_millis_training
32.987117767333984
wall_clock_time_millis_training
32.67264366149902
wall_clock_time_millis_training
32.40704536437988
wall_clock_time_millis_training
23.112058639526367
wall_clock_time_millis_training
23.678302764892578