10377728
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)
8232127
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
34.18479740302528
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.465809282171058
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.025017141595224057
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
21677165
description
https://api.openml.org/data/download/21677165/description.xml
-1
21677166
predictions
https://api.openml.org/data/download/21677166/predictions.arff
area_under_roc_curve
0.9944586455634147 [0.995891,0.993724,0.981818,0.99711]
average_cost
0
f_measure
0.9928630163686809 [0.995261,0.989933,0.981481,0.997101]
kappa
0.9896095445578805
kb_relative_information_score
0.9887198062010847
mean_absolute_error
0.0035671819262782403
mean_prior_absolute_error
0.3438742269346884
number_of_instances
841 [317,296,55,173]
precision
0.9929411440067831 [0.996835,0.983333,1,1]
predictive_accuracy
0.9928656361474435
prior_entropy
1.7874257213274838
recall
0.9928656361474435 [0.993691,0.996622,0.963636,0.99422]
relative_absolute_error
0.010373507657367269
root_mean_prior_squared_error
0.41456416029192655
root_mean_squared_error
0.05972588991616818
root_relative_squared_error
0.14406911073574372
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
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
0.9909090909090909 [0.984375,0.990909,1,1]
area_under_roc_curve
0.9818181818181818 [1,0.981818,0.833333,1]
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
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
0.9881016436706509 [0.984127,0.983051,1,1]
f_measure
0.9742063492063492 [1,0.966667,0.8,1]
f_measure
1 [1,1,1,1]
f_measure
1 [1,1,1,1]
kappa
0.9829111379171693
kappa
1
kappa
0.9825182101977108
kappa
1
kappa
0.9825726141078839
kappa
1
kappa
0.9827479975354283
kappa
0.9653465346534653
kappa
1
kappa
1
kb_relative_information_score
0.9860226253672303
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
0.9861622959068793
kb_relative_information_score
0.9471737003068637
kb_relative_information_score
1
kb_relative_information_score
1
mean_absolute_error
0.0058823529411764705
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
0.005952380952380952
mean_absolute_error
0.011904761904761904
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
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
0.9884920634920634 [1,0.966667,1,1]
precision
0.977726574500768 [1,0.935484,1,1]
precision
1 [1,1,1,1]
precision
1 [1,1,1,1]
predictive_accuracy
0.9882352941176471
predictive_accuracy
1
predictive_accuracy
0.9880952380952381
predictive_accuracy
1
predictive_accuracy
0.9880952380952381
predictive_accuracy
1
predictive_accuracy
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predictive_accuracy
0.9761904761904762
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
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
0.9880952380952381 [0.96875,1,1,1]
recall
0.9761904761904762 [1,1,0.666667,1]
recall
1 [1,1,1,1]
recall
1 [1,1,1,1]
relative_absolute_error
0.017089695621397494
relative_absolute_error
0
relative_absolute_error
0.017366820124958878
relative_absolute_error
0
relative_absolute_error
0.017366820124958878
relative_absolute_error
0
relative_absolute_error
0.01728122379696094
relative_absolute_error
0.03446096123651635
relative_absolute_error
0
relative_absolute_error
0
root_mean_prior_squared_error
0.4149625045447236
root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_prior_squared_error
0.41319928740982936
root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_prior_squared_error
0.416468105230372
root_mean_prior_squared_error
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root_mean_squared_error
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0
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root_mean_squared_error
0
root_mean_squared_error
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root_mean_squared_error
0
root_mean_squared_error
0.07715167498104596
root_mean_squared_error
0.10910894511799618
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
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root_relative_squared_error
0
root_relative_squared_error
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root_relative_squared_error
0
root_relative_squared_error
0.18579639889902744
root_relative_squared_error
0.2619863171938266
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0
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0
total_cost
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total_cost
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total_cost
0
usercpu_time_millis
79.41675399999326
usercpu_time_millis
75.53129900003341
usercpu_time_millis
75.27497899997115
usercpu_time_millis
75.0668289999794
usercpu_time_millis
74.37443500000995
usercpu_time_millis
74.96231400000397
usercpu_time_millis
76.19296199999326
usercpu_time_millis
74.73614699998166
usercpu_time_millis
75.44536999998286
usercpu_time_millis
78.52884400000448
usercpu_time_millis_testing
5.416274999987536
usercpu_time_millis_testing
5.350153000023283
usercpu_time_millis_testing
5.318411999979844
usercpu_time_millis_testing
5.31745999998634
usercpu_time_millis_testing
5.301892000005637
usercpu_time_millis_testing
5.2565020000088225
usercpu_time_millis_testing
5.357822999997097
usercpu_time_millis_testing
5.269987999980685
usercpu_time_millis_testing
5.325921000007838
usercpu_time_millis_testing
5.278491000012764
usercpu_time_millis_training
74.00047900000573
usercpu_time_millis_training
70.18114600001013
usercpu_time_millis_training
69.95656699999131
usercpu_time_millis_training
69.74936899999307
usercpu_time_millis_training
69.07254300000432
usercpu_time_millis_training
69.70581199999515
usercpu_time_millis_training
70.83513899999616
usercpu_time_millis_training
69.46615900000097
usercpu_time_millis_training
70.11944899997502
usercpu_time_millis_training
73.25035299999172
wall_clock_time_millis
79.42795753479004
wall_clock_time_millis
75.54149627685547
wall_clock_time_millis
75.28400421142578
wall_clock_time_millis
75.07944107055664
wall_clock_time_millis
74.38778877258301
wall_clock_time_millis
74.97358322143555
wall_clock_time_millis
76.20525360107422
wall_clock_time_millis
74.74613189697266
wall_clock_time_millis
75.45614242553711
wall_clock_time_millis
78.5377025604248
wall_clock_time_millis_testing
5.422830581665039
wall_clock_time_millis_testing
5.357265472412109
wall_clock_time_millis_testing
5.325078964233398
wall_clock_time_millis_testing
5.324602127075195
wall_clock_time_millis_testing
5.309820175170898
wall_clock_time_millis_testing
5.263805389404297
wall_clock_time_millis_testing
5.3653717041015625
wall_clock_time_millis_testing
5.276918411254883
wall_clock_time_millis_testing
5.332708358764648
wall_clock_time_millis_testing
5.28407096862793
wall_clock_time_millis_training
74.005126953125
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
69.70977783203125
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
73.25363159179688