10377842
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)
8232178
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
0.4034501871473445
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.8453392507243751
13389
decision_function_shape
"ovr"
13389
degree
5
13389
gamma
0.006935830287962706
13389
kernel
"sigmoid"
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
21677393
description
https://api.openml.org/data/download/21677393/description.xml
-1
21677394
predictions
https://api.openml.org/data/download/21677394/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
0.995770692651617
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
0.981132075471698 [0.981132,0.966667,1,1]
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
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
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
0.9764214149609688 [0.969697,0.965517,1,1]
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
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
1 [1,1,1,1]
kappa
0.9658085277554306
kappa
1
kappa
1
kappa
1
kappa
0.9825726141078839
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kb_relative_information_score
0.9720452507344605
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
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
mean_absolute_error
0.011764705882352941
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_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
0.9778546712802769 [0.941176,1,1,1]
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
1 [1,1,1,1]
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
0.9764705882352941
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1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9880952380952381
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1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
1.7955605058178263
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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
0.9764705882352941 [1,0.933333,1,1]
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
1 [1,1,1,1]
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
0.03417939124279499
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
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0
relative_absolute_error
0
relative_absolute_error
0
root_mean_prior_squared_error
0.4149625045447236
root_mean_prior_squared_error
0.41319928740982936
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0.41319928740982936
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usercpu_time_millis
69.90330999997241
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70.18442000003233
usercpu_time_millis
69.79308999996192
usercpu_time_millis
69.06349700000192
usercpu_time_millis
70.01570499994614
usercpu_time_millis
74.26220400003558
usercpu_time_millis
71.02982700001803
usercpu_time_millis
69.76938999997628
usercpu_time_millis
69.74623700000393
usercpu_time_millis
74.4634199999723
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7.03612899997097
usercpu_time_millis_testing
6.873377000033543
usercpu_time_millis_testing
6.978410999977314
usercpu_time_millis_testing
6.918902999984766
usercpu_time_millis_testing
6.828221999967354
usercpu_time_millis_testing
7.007238000028337
usercpu_time_millis_testing
6.930723999971633
usercpu_time_millis_testing
6.909688000007463
usercpu_time_millis_testing
6.92450200000394
usercpu_time_millis_testing
7.094332999997732
usercpu_time_millis_training
62.86718100000144
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
63.18748299997878
usercpu_time_millis_training
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usercpu_time_millis_training
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usercpu_time_millis_training
62.85970199996882
usercpu_time_millis_training
62.82173499999999
usercpu_time_millis_training
67.36908699997457
wall_clock_time_millis
69.91195678710938
wall_clock_time_millis
70.19257545471191
wall_clock_time_millis
69.80133056640625
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
74.27263259887695
wall_clock_time_millis
71.03967666625977
wall_clock_time_millis
70.23453712463379
wall_clock_time_millis
69.75340843200684
wall_clock_time_millis
74.47195053100586
wall_clock_time_millis_testing
7.039070129394531
wall_clock_time_millis_testing
6.877422332763672
wall_clock_time_millis_testing
6.982088088989258
wall_clock_time_millis_testing
6.923198699951172
wall_clock_time_millis_testing
6.831645965576172
wall_clock_time_millis_testing
7.011651992797852
wall_clock_time_millis_testing
6.93511962890625
wall_clock_time_millis_testing
7.369041442871094
wall_clock_time_millis_testing
6.928682327270508
wall_clock_time_millis_testing
7.097959518432617
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wall_clock_time_millis_training
63.31515312194824
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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
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