10377973
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)
8232237
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
116.95729942305174
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.3313071593094643
13389
decision_function_shape
"ovr"
13389
degree
4
13389
gamma
9.305105093213657e-05
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
21677655
description
https://api.openml.org/data/download/21677655/description.xml
-1
21677656
predictions
https://api.openml.org/data/download/21677656/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
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9880952380952381
predictive_accuracy
1
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
0.9764705882352941 [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
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
0.10846522890932808
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.07715167498104596
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0
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0
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0
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0
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0
root_relative_squared_error
0.2613856136913642
root_relative_squared_error
0
root_relative_squared_error
0
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0
root_relative_squared_error
0.1867178316416686
root_relative_squared_error
0
root_relative_squared_error
0
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0
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0
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0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
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0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
49.2949129999829
usercpu_time_millis
50.49866699999939
usercpu_time_millis
49.74716300000637
usercpu_time_millis
53.26737199999343
usercpu_time_millis
50.060208999980205
usercpu_time_millis
49.84419499999149
usercpu_time_millis
50.46483099999932
usercpu_time_millis
49.79760500003749
usercpu_time_millis
53.12803999999005
usercpu_time_millis
50.16366699999253
usercpu_time_millis_testing
4.74619999999959
usercpu_time_millis_testing
4.743223999980728
usercpu_time_millis_testing
4.719770000008339
usercpu_time_millis_testing
4.68518499997117
usercpu_time_millis_testing
4.747100999964005
usercpu_time_millis_testing
4.738131000010526
usercpu_time_millis_testing
4.783934999977646
usercpu_time_millis_testing
4.587987000036264
usercpu_time_millis_testing
8.508344999995643
usercpu_time_millis_testing
4.66867000000093
usercpu_time_millis_training
44.54871299998331
usercpu_time_millis_training
45.75544300001866
usercpu_time_millis_training
45.02739299999803
usercpu_time_millis_training
48.58218700002226
usercpu_time_millis_training
45.3131080000162
usercpu_time_millis_training
45.10606399998096
usercpu_time_millis_training
45.680896000021676
usercpu_time_millis_training
45.20961800000123
usercpu_time_millis_training
44.61969499999441
usercpu_time_millis_training
45.4949969999916
wall_clock_time_millis
49.30377006530762
wall_clock_time_millis
50.50778388977051
wall_clock_time_millis
49.75700378417969
wall_clock_time_millis
53.275346755981445
wall_clock_time_millis
50.06694793701172
wall_clock_time_millis
49.85451698303223
wall_clock_time_millis
50.473690032958984
wall_clock_time_millis
49.80587959289551
wall_clock_time_millis
53.14016342163086
wall_clock_time_millis
50.169944763183594
wall_clock_time_millis_testing
4.749059677124023
wall_clock_time_millis_testing
4.746198654174805
wall_clock_time_millis_testing
4.723310470581055
wall_clock_time_millis_testing
4.688024520874023
wall_clock_time_millis_testing
4.75001335144043
wall_clock_time_millis_testing
4.741191864013672
wall_clock_time_millis_testing
4.787445068359375
wall_clock_time_millis_testing
4.591464996337891
wall_clock_time_millis_testing
8.513212203979492
wall_clock_time_millis_testing
4.671812057495117
wall_clock_time_millis_training
44.554710388183594
wall_clock_time_millis_training
45.7615852355957
wall_clock_time_millis_training
45.03369331359863
wall_clock_time_millis_training
48.58732223510742
wall_clock_time_millis_training
45.31693458557129
wall_clock_time_millis_training
45.113325119018555
wall_clock_time_millis_training
45.68624496459961
wall_clock_time_millis_training
45.21441459655762
wall_clock_time_millis_training
44.62695121765137
wall_clock_time_millis_training
45.49813270568848