10370617
8323
Heinrich Peters
3918
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8225964
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
0.18102401530187834
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.9102558707709079
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
2.518262200985078e-05
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
37103
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.
1068
pc1
https://www.openml.org/data/download/53951/pc1.arff
-1
21662939
description
https://api.openml.org/data/download/21662939/description.xml
-1
21662940
predictions
https://api.openml.org/data/download/21662940/predictions.arff
area_under_roc_curve
0.5 [0.5,0.5]
average_cost
0
kappa
0
kb_relative_information_score
0.24858053712897057
mean_absolute_error
0.06943192064923355
mean_prior_absolute_error
0.12988972477049396
number_of_instances
1109 [1032,77]
predictive_accuracy
0.9305680793507665
prior_entropy
0.36380676688852276
recall
0.9305680793507665 [1,0]
relative_absolute_error
0.5345451364371963
root_mean_prior_squared_error
0.25418837468358885
root_mean_squared_error
0.26349937504524285
root_relative_squared_error
1.0366303155022107
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [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
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.2698660593895962
kb_relative_information_score
0.2698660593895962
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.2678290688329606
mean_absolute_error
0.06306306306306306
mean_absolute_error
0.06306306306306306
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.06363636363636363
mean_prior_absolute_error
0.12441514421712434
mean_prior_absolute_error
0.12441514421712434
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1249079453399885
number_of_instances
111 [104,7]
number_of_instances
111 [104,7]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
110 [103,7]
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.9363636363636364
prior_entropy
0.3400686187404258
prior_entropy
0.3400686187404258
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.3422054374333021
recall
0.9369369369369369 [1,0]
recall
0.9369369369369369 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9363636363636364 [1,0]
relative_absolute_error
0.5068760998500949
relative_absolute_error
0.5068760998500949
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5094660989190961
root_mean_prior_squared_error
0.24318130946048286
root_mean_prior_squared_error
0.24318130946048286
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.24419244540685378
root_mean_squared_error
0.2511236011669613
root_mean_squared_error
0.2511236011669613
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2522624895547565
root_relative_squared_error
1.032659959452061
root_relative_squared_error
1.032659959452061
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.033047886204903
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
21.070688000691007
usercpu_time_millis
21.023544999479782
usercpu_time_millis
21.25079199868196
usercpu_time_millis
20.872113999757858
usercpu_time_millis
20.758255000146164
usercpu_time_millis
20.701192000160518
usercpu_time_millis
21.675646000403503
usercpu_time_millis
21.26098799999454
usercpu_time_millis
20.951519999471202
usercpu_time_millis
21.417292001387978
usercpu_time_millis_testing
1.5397530005429871
usercpu_time_millis_testing
1.5283339998859446
usercpu_time_millis_testing
1.5269009991243365
usercpu_time_millis_testing
1.5091810000740224
usercpu_time_millis_testing
1.5151990000958904
usercpu_time_millis_testing
1.5027549998194445
usercpu_time_millis_testing
1.5759190000608214
usercpu_time_millis_testing
1.5308219999496941
usercpu_time_millis_testing
1.5138609996938612
usercpu_time_millis_testing
1.5094960008354974
usercpu_time_millis_training
19.53093500014802
usercpu_time_millis_training
19.495210999593837
usercpu_time_millis_training
19.723890999557625
usercpu_time_millis_training
19.362932999683835
usercpu_time_millis_training
19.243056000050274
usercpu_time_millis_training
19.198437000341073
usercpu_time_millis_training
20.099727000342682
usercpu_time_millis_training
19.730166000044846
usercpu_time_millis_training
19.43765899977734
usercpu_time_millis_training
19.90779600055248
wall_clock_time_millis
21.080493927001953
wall_clock_time_millis
21.03257179260254
wall_clock_time_millis
21.25716209411621
wall_clock_time_millis
20.882129669189453
wall_clock_time_millis
20.77651023864746
wall_clock_time_millis
20.710229873657227
wall_clock_time_millis
22.659778594970703
wall_clock_time_millis
21.270275115966797
wall_clock_time_millis
20.961284637451172
wall_clock_time_millis
21.424531936645508
wall_clock_time_millis_testing
1.5451908111572266
wall_clock_time_millis_testing
1.531839370727539
wall_clock_time_millis_testing
1.529693603515625
wall_clock_time_millis_testing
1.512289047241211
wall_clock_time_millis_testing
1.5184879302978516
wall_clock_time_millis_testing
1.5063285827636719
wall_clock_time_millis_testing
1.57928466796875
wall_clock_time_millis_testing
1.5349388122558594
wall_clock_time_millis_testing
1.5180110931396484
wall_clock_time_millis_testing
1.5125274658203125
wall_clock_time_millis_training
19.535303115844727
wall_clock_time_millis_training
19.500732421875
wall_clock_time_millis_training
19.727468490600586
wall_clock_time_millis_training
19.369840621948242
wall_clock_time_millis_training
19.25802230834961
wall_clock_time_millis_training
19.203901290893555
wall_clock_time_millis_training
21.080493927001953
wall_clock_time_millis_training
19.735336303710938
wall_clock_time_millis_training
19.443273544311523
wall_clock_time_millis_training
19.912004470825195