10377629
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)
8232093
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
9.339710511551345
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.337053027328879
13389
decision_function_shape
"ovr"
13389
degree
4
13389
gamma
0.00010540113930339539
13389
kernel
"poly"
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
21676967
description
https://api.openml.org/data/download/21676967/description.xml
-1
21676968
predictions
https://api.openml.org/data/download/21676968/predictions.arff
area_under_roc_curve
0.8079758474506971 [0.86612,0.932693,0.5,0.585957]
average_cost
0
kappa
0.6209920780442976
kb_relative_information_score
0.596139042655178
mean_absolute_error
0.12128418549346016
mean_prior_absolute_error
0.3438742269346884
number_of_instances
841 [317,296,55,173]
predictive_accuracy
0.7574316290130797
prior_entropy
1.7874257213274838
recall
0.7574316290130797 [0.993691,0.986486,0,0.17341]
relative_absolute_error
0.3526992603504871
root_mean_prior_squared_error
0.41456416029192655
root_mean_squared_error
0.34825879097800266
root_relative_squared_error
0.8400600542332622
total_cost
0
area_under_roc_curve
0.8133790737564323 [0.867925,0.912121,0.5,0.647059]
area_under_roc_curve
0.8091168091168092 [0.846154,0.962963,0.5,0.558824]
area_under_roc_curve
0.790954415954416 [0.855769,0.935185,0.5,0.5]
area_under_roc_curve
0.8005698005698006 [0.865385,0.935185,0.5,0.529412]
area_under_roc_curve
0.8002136752136751 [0.840144,0.944444,0.5,0.558824]
area_under_roc_curve
0.8201566951566951 [0.894231,0.909259,0.5,0.617647]
area_under_roc_curve
0.820979020979021 [0.86899,0.936364,0.5,0.647059]
area_under_roc_curve
0.8246712407089765 [0.886792,0.945455,0.5,0.631313]
area_under_roc_curve
0.8133790737564323 [0.867925,0.928213,0.5,0.638889]
area_under_roc_curve
0.7861063464837049 [0.867925,0.918182,0.5,0.527778]
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
kappa
0.6342512908777967
kappa
0.6238244514106583
kappa
0.5839711841512832
kappa
0.6042180839129458
kappa
0.6053691275167785
kappa
0.6454908929364728
kappa
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kappa
0.6530434782608696
kappa
0.6335877862595419
kappa
0.5745430521911473
kb_relative_information_score
0.608820619464757
kb_relative_information_score
0.6015025752815939
kb_relative_information_score
0.5663663777175167
kb_relative_information_score
0.5839344764995554
kb_relative_information_score
0.5874408950763658
kb_relative_information_score
0.6222933746638546
kb_relative_information_score
0.6193117955176437
kb_relative_information_score
0.6180599937074017
kb_relative_information_score
0.604023894258955
kb_relative_information_score
0.5493027299494972
mean_absolute_error
0.11764705882352941
mean_absolute_error
0.11904761904761904
mean_absolute_error
0.13095238095238096
mean_absolute_error
0.125
mean_absolute_error
0.125
mean_absolute_error
0.1130952380952381
mean_absolute_error
0.1130952380952381
mean_absolute_error
0.1130952380952381
mean_absolute_error
0.11904761904761904
mean_absolute_error
0.13690476190476192
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]
predictive_accuracy
0.7647058823529411
predictive_accuracy
0.7619047619047619
predictive_accuracy
0.7380952380952381
predictive_accuracy
0.75
predictive_accuracy
0.75
predictive_accuracy
0.7738095238095238
predictive_accuracy
0.7738095238095238
predictive_accuracy
0.7738095238095238
predictive_accuracy
0.7619047619047619
predictive_accuracy
0.7261904761904762
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
0.7647058823529411 [1,0.933333,0,0.294118]
recall
0.7619047619047619 [1,1,0,0.117647]
recall
0.7380952380952381 [1,1,0,0]
recall
0.75 [1,1,0,0.058824]
recall
0.75 [0.96875,1,0,0.117647]
recall
0.7738095238095238 [1,0.966667,0,0.235294]
recall
0.7738095238095238 [0.96875,1,0,0.294118]
recall
0.7738095238095238 [1,1,0,0.277778]
recall
0.7619047619047619 [1,0.965517,0,0.277778]
recall
0.7261904761904762 [1,1,0,0.055556]
relative_absolute_error
0.3417939124279499
relative_absolute_error
0.34733640249917747
relative_absolute_error
0.38207004274909534
relative_absolute_error
0.36470322262413646
relative_absolute_error
0.36470322262413646
relative_absolute_error
0.3299695823742187
relative_absolute_error
0.3283432521422579
relative_absolute_error
0.3273791317469054
relative_absolute_error
0.3446096123651635
relative_absolute_error
0.3963010542199381
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
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root_mean_prior_squared_error
0.416468105230372
root_mean_squared_error
0.3429971702850177
root_mean_squared_error
0.3450327796711771
root_mean_squared_error
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root_mean_squared_error
0.3535533905932738
root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
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root_mean_squared_error
0.33629635456727464
root_mean_squared_error
0.3450327796711771
root_mean_squared_error
0.37000643495047747
root_relative_squared_error
0.8265738868656031
root_relative_squared_error
0.8350275283242642
root_relative_squared_error
0.8757842601721402
root_relative_squared_error
0.8556485970959671
root_relative_squared_error
0.8556485970959671
root_relative_squared_error
0.8138841590830747
root_relative_squared_error
0.8098677268746323
root_relative_squared_error
0.8074960611479483
root_relative_squared_error
0.8284734781318248
root_relative_squared_error
0.8884388271361285
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
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total_cost
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total_cost
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total_cost
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usercpu_time_millis
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usercpu_time_millis
106.23273300001301
usercpu_time_millis
103.09339299999465
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
105.81374099999152
usercpu_time_millis
107.80180400001882
usercpu_time_millis
107.04152300002079
usercpu_time_millis
105.8882750000123
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8.957156000008126
usercpu_time_millis_testing
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usercpu_time_millis_testing
8.639977000001409
usercpu_time_millis_testing
8.43239799999651
usercpu_time_millis_testing
8.71178499997427
usercpu_time_millis_testing
8.698999000017693
usercpu_time_millis_testing
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usercpu_time_millis_testing
8.811731000008649
usercpu_time_millis_testing
8.820971000005784
usercpu_time_millis_testing
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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
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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
98.99007300001017
usercpu_time_millis_training
98.220552000015
usercpu_time_millis_training
97.29275600000165
wall_clock_time_millis
108.72340202331543
wall_clock_time_millis
106.7652702331543
wall_clock_time_millis
106.25743865966797
wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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