10325429
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)
8181114
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
55.165796360188416
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.4714085691536092
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.05043886196568742
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
53661
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
21572544
description
https://api.openml.org/data/download/21572544/description.xml
-1
21572545
predictions
https://api.openml.org/data/download/21572545/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
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_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
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
10.846922999917297
usercpu_time_millis
11.092274995462503
usercpu_time_millis
11.013506002200302
usercpu_time_millis
10.924711004918208
usercpu_time_millis
10.152287002711091
usercpu_time_millis
10.66161699782242
usercpu_time_millis
8.814490000077058
usercpu_time_millis
10.26533699769061
usercpu_time_millis
13.39270700191264
usercpu_time_millis
11.432646999310236
usercpu_time_millis_testing
0.9912950008583721
usercpu_time_millis_testing
0.9940639974956866
usercpu_time_millis_testing
0.9618840012990404
usercpu_time_millis_testing
1.241427002241835
usercpu_time_millis_testing
0.8724250001250766
usercpu_time_millis_testing
0.8896330000425223
usercpu_time_millis_testing
0.8434830015175976
usercpu_time_millis_testing
0.9200619970215484
usercpu_time_millis_testing
0.9829030022956431
usercpu_time_millis_testing
0.9095280001929495
usercpu_time_millis_training
9.855627999058925
usercpu_time_millis_training
10.098210997966817
usercpu_time_millis_training
10.051622000901261
usercpu_time_millis_training
9.683284002676373
usercpu_time_millis_training
9.279862002586015
usercpu_time_millis_training
9.771983997779898
usercpu_time_millis_training
7.97100699855946
usercpu_time_millis_training
9.345275000669062
usercpu_time_millis_training
12.409803999616997
usercpu_time_millis_training
10.523118999117287
wall_clock_time_millis
24.152755737304688
wall_clock_time_millis
31.122207641601562
wall_clock_time_millis
27.01568603515625
wall_clock_time_millis
26.932477951049805
wall_clock_time_millis
10.161161422729492
wall_clock_time_millis
10.671138763427734
wall_clock_time_millis
8.822917938232422
wall_clock_time_millis
26.256084442138672
wall_clock_time_millis
29.39772605895996
wall_clock_time_millis
11.441707611083984
wall_clock_time_millis_testing
0.9975433349609375
wall_clock_time_millis_testing
0.99945068359375
wall_clock_time_millis_testing
0.9653568267822266
wall_clock_time_millis_testing
17.245769500732422
wall_clock_time_millis_testing
0.8757114410400391
wall_clock_time_millis_testing
0.8938312530517578
wall_clock_time_millis_testing
0.8473396301269531
wall_clock_time_millis_testing
0.9243488311767578
wall_clock_time_millis_testing
0.9868144989013672
wall_clock_time_millis_testing
0.9131431579589844
wall_clock_time_millis_training
23.15521240234375
wall_clock_time_millis_training
30.122756958007812
wall_clock_time_millis_training
26.050329208374023
wall_clock_time_millis_training
9.686708450317383
wall_clock_time_millis_training
9.285449981689453
wall_clock_time_millis_training
9.777307510375977
wall_clock_time_millis_training
7.975578308105469
wall_clock_time_millis_training
25.331735610961914
wall_clock_time_millis_training
28.410911560058594
wall_clock_time_millis_training
10.528564453125