10365659
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)
8221013
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
1.3998827493443355
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.24043415025362047
13389
decision_function_shape
"ovr"
13389
degree
5
13389
gamma
0.002003963280993466
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
15911
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
21653023
description
https://api.openml.org/data/download/21653023/description.xml
-1
21653024
predictions
https://api.openml.org/data/download/21653024/predictions.arff
area_under_roc_curve
0.5343511450381679 [0.534351,0.560811,0.5,0.5]
average_cost
0
kappa
0.07029720913374408
kb_relative_information_score
0.1834872658826011
mean_absolute_error
0.2901307966706302
mean_prior_absolute_error
0.3438742269346884
number_of_instances
841 [317,296,55,173]
predictive_accuracy
0.41973840665873957
prior_entropy
1.7874257213274838
recall
0.41973840665873957 [1,0.121622,0,0]
relative_absolute_error
0.8437119561325379
root_mean_prior_squared_error
0.41456416029192655
root_mean_squared_error
0.5386379086832175
root_relative_squared_error
1.2992872039491332
total_cost
0
area_under_roc_curve
0.5094339622641509 [0.509434,0.516667,0.5,0.5]
area_under_roc_curve
0.5480769230769231 [0.548077,0.583333,0.5,0.5]
area_under_roc_curve
0.5576923076923077 [0.557692,0.6,0.5,0.5]
area_under_roc_curve
0.5192307692307692 [0.519231,0.533333,0.5,0.5]
area_under_roc_curve
0.5576923076923077 [0.557692,0.6,0.5,0.5]
area_under_roc_curve
0.5192307692307692 [0.519231,0.533333,0.5,0.5]
area_under_roc_curve
0.5288461538461539 [0.528846,0.551724,0.5,0.5]
area_under_roc_curve
0.5188679245283019 [0.518868,0.534483,0.5,0.5]
area_under_roc_curve
0.5283018867924528 [0.528302,0.551724,0.5,0.5]
area_under_roc_curve
0.5566037735849056 [0.556604,0.603448,0.5,0.5]
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
0.019303305968493462
kappa
0.0982183645500228
kappa
0.11780821917808222
kappa
0.03934126258005491
kappa
0.11780821917808222
kappa
0.03934126258005491
kappa
0.059629883481836926
kappa
0.03859964093357272
kappa
0.05787348586810231
kappa
0.11559139784946232
kb_relative_information_score
0.14584451155139205
kb_relative_information_score
0.20773142317210413
kb_relative_information_score
0.2220768213539206
kb_relative_information_score
0.16469522862665464
kb_relative_information_score
0.2220768213539206
kb_relative_information_score
0.16469522862665464
kb_relative_information_score
0.17966866214020819
kb_relative_information_score
0.15313872890195815
kb_relative_information_score
0.16717482835040495
kb_relative_information_score
0.2092831266957452
mean_absolute_error
0.3058823529411765
mean_absolute_error
0.27976190476190477
mean_absolute_error
0.27380952380952384
mean_absolute_error
0.2976190476190476
mean_absolute_error
0.27380952380952384
mean_absolute_error
0.2976190476190476
mean_absolute_error
0.2916666666666667
mean_absolute_error
0.30357142857142855
mean_absolute_error
0.2976190476190476
mean_absolute_error
0.27976190476190477
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
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predictive_accuracy
0.4404761904761905
predictive_accuracy
0.4523809523809524
predictive_accuracy
0.40476190476190477
predictive_accuracy
0.4523809523809524
predictive_accuracy
0.40476190476190477
predictive_accuracy
0.41666666666666663
predictive_accuracy
0.39285714285714285
predictive_accuracy
0.40476190476190477
predictive_accuracy
0.4404761904761905
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
0.38823529411764707 [1,0.033333,0,0]
recall
0.44047619047619047 [1,0.166667,0,0]
recall
0.4523809523809524 [1,0.2,0,0]
recall
0.40476190476190477 [1,0.066667,0,0]
recall
0.4523809523809524 [1,0.2,0,0]
recall
0.40476190476190477 [1,0.066667,0,0]
recall
0.4166666666666667 [1,0.103448,0,0]
recall
0.39285714285714285 [1,0.068966,0,0]
recall
0.40476190476190477 [1,0.103448,0,0]
recall
0.44047619047619047 [1,0.206897,0,0]
relative_absolute_error
0.8886641723126698
relative_absolute_error
0.8162405458730673
relative_absolute_error
0.7988737257481084
relative_absolute_error
0.8683410062479439
relative_absolute_error
0.7988737257481084
relative_absolute_error
0.8683410062479439
relative_absolute_error
0.8467799660510862
relative_absolute_error
0.878754511531167
relative_absolute_error
0.861524030912909
relative_absolute_error
0.8098325890581344
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
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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
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root_mean_prior_squared_error
0.416468105230372
root_mean_prior_squared_error
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root_mean_prior_squared_error
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root_mean_squared_error
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root_mean_squared_error
0.5289252355124539
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
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root_mean_squared_error
0.5509731650193397
root_mean_squared_error
0.5455447255899809
root_mean_squared_error
0.5289252355124539
root_relative_squared_error
1.3328103447846913
root_relative_squared_error
1.280072961471113
root_relative_squared_error
1.266381947927425
root_relative_squared_error
1.3202944492227198
root_relative_squared_error
1.266381947927425
root_relative_squared_error
1.3202944492227198
root_relative_squared_error
1.3005747922931923
root_relative_squared_error
1.3229660521411728
root_relative_squared_error
1.309931585969133
root_relative_squared_error
1.2700257927791985
total_cost
0
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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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
88.62156800000776
usercpu_time_millis
93.8824109999814
usercpu_time_millis_testing
6.037773000002744
usercpu_time_millis_testing
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usercpu_time_millis_testing
5.874459000011711
usercpu_time_millis_testing
5.894022999996196
usercpu_time_millis_testing
5.991706000003205
usercpu_time_millis_testing
5.910794999977043
usercpu_time_millis_testing
7.470452999996269
usercpu_time_millis_testing
6.051499000022886
usercpu_time_millis_testing
6.138785000018743
usercpu_time_millis_testing
6.077887999992981
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
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usercpu_time_millis_training
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usercpu_time_millis_training
87.80452299998842
wall_clock_time_millis
85.94346046447754
wall_clock_time_millis
87.11743354797363
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86.23576164245605
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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