10325107
8323
Heinrich Peters
10093
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8180793
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
4297.397059178814
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.013499300518863278
13389
decision_function_shape
"ovr"
13389
degree
5
13389
gamma
0.1820082271280914
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
9828
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.
1462
banknote-authentication
https://www.openml.org/data/download/1586223/php50jXam
-1
21571900
description
https://api.openml.org/data/download/21571900/description.xml
-1
21571901
predictions
https://api.openml.org/data/download/21571901/predictions.arff
area_under_roc_curve
1 [1,1]
average_cost
0
f_measure
1 [1,1]
kappa
1
kb_relative_information_score
1
mean_absolute_error
0
mean_prior_absolute_error
0.49387203415364794
number_of_instances
1372 [762,610]
precision
1 [1,1]
predictive_accuracy
1
prior_entropy
0.9911281447384036
recall
1 [1,1]
relative_absolute_error
0
root_mean_prior_squared_error
0.4969220835611905
root_mean_squared_error
0
root_relative_squared_error
0
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
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
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
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
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
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_prior_absolute_error
0.49358690378246245
mean_prior_absolute_error
0.49358690378246245
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
number_of_instances
138 [77,61]
number_of_instances
138 [77,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
0.9903020513891087
prior_entropy
0.9903020513891087
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
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
0.49663510423610374
root_mean_prior_squared_error
0.49663510423610374
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
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0
root_mean_squared_error
0
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0
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0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
11.416158002248267
usercpu_time_millis
11.108171001978917
usercpu_time_millis
11.901760997716337
usercpu_time_millis
11.186432002432412
usercpu_time_millis
12.170545000117272
usercpu_time_millis
11.856628996611107
usercpu_time_millis
11.066134000429884
usercpu_time_millis
12.413379998179153
usercpu_time_millis
11.203112000657711
usercpu_time_millis
11.120995997771388
usercpu_time_millis_testing
0.8940490006352775
usercpu_time_millis_testing
0.973490001342725
usercpu_time_millis_testing
0.9686249977676198
usercpu_time_millis_testing
0.9543560008751228
usercpu_time_millis_testing
0.9686109988251701
usercpu_time_millis_testing
0.9621559984225314
usercpu_time_millis_testing
0.9399730006407481
usercpu_time_millis_testing
0.9885919971566182
usercpu_time_millis_testing
0.8991789982246701
usercpu_time_millis_testing
0.983369998721173
usercpu_time_millis_training
10.52210900161299
usercpu_time_millis_training
10.134681000636192
usercpu_time_millis_training
10.933135999948718
usercpu_time_millis_training
10.232076001557289
usercpu_time_millis_training
11.201934001292102
usercpu_time_millis_training
10.894472998188576
usercpu_time_millis_training
10.126160999789136
usercpu_time_millis_training
11.424788001022534
usercpu_time_millis_training
10.303933002433041
usercpu_time_millis_training
10.137625999050215
wall_clock_time_millis
11.426448822021484
wall_clock_time_millis
11.118173599243164
wall_clock_time_millis
11.914730072021484
wall_clock_time_millis
11.197805404663086
wall_clock_time_millis
12.182235717773438
wall_clock_time_millis
11.86990737915039
wall_clock_time_millis
11.07645034790039
wall_clock_time_millis
12.424707412719727
wall_clock_time_millis
11.213541030883789
wall_clock_time_millis
11.130571365356445
wall_clock_time_millis_testing
0.8978843688964844
wall_clock_time_millis_testing
0.9784698486328125
wall_clock_time_millis_testing
0.9739398956298828
wall_clock_time_millis_testing
0.9593963623046875
wall_clock_time_millis_testing
0.9744167327880859
wall_clock_time_millis_testing
0.9684562683105469
wall_clock_time_millis_testing
0.9453296661376953
wall_clock_time_millis_testing
0.9949207305908203
wall_clock_time_millis_testing
0.9043216705322266
wall_clock_time_millis_testing
0.9884834289550781
wall_clock_time_millis_training
10.528564453125
wall_clock_time_millis_training
10.139703750610352
wall_clock_time_millis_training
10.940790176391602
wall_clock_time_millis_training
10.238409042358398
wall_clock_time_millis_training
11.207818984985352
wall_clock_time_millis_training
10.901451110839844
wall_clock_time_millis_training
10.131120681762695
wall_clock_time_millis_training
11.429786682128906
wall_clock_time_millis_training
10.309219360351562
wall_clock_time_millis_training
10.142087936401367