10370485
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)
8225832
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
1.0167588209539864
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.6354734369237474
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.0003345572257968965
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
42246
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
21662675
description
https://api.openml.org/data/download/21662675/description.xml
-1
21662676
predictions
https://api.openml.org/data/download/21662676/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
24.842976999025268
usercpu_time_millis
24.41504999933386
usercpu_time_millis
24.08259900039411
usercpu_time_millis
23.741893000078562
usercpu_time_millis
24.02985200023977
usercpu_time_millis
23.78229499936424
usercpu_time_millis
25.448293999943417
usercpu_time_millis
23.87889100009488
usercpu_time_millis
23.9130899999509
usercpu_time_millis
24.573381000664085
usercpu_time_millis_testing
1.4144699998723809
usercpu_time_millis_testing
1.3934339995103073
usercpu_time_millis_testing
1.380632999826048
usercpu_time_millis_testing
1.3873440002498683
usercpu_time_millis_testing
1.3834370001859497
usercpu_time_millis_testing
1.4739809994352981
usercpu_time_millis_testing
1.5330989999711164
usercpu_time_millis_testing
1.4701720001539798
usercpu_time_millis_testing
1.390510999954131
usercpu_time_millis_testing
1.4509239999824786
usercpu_time_millis_training
23.428506999152887
usercpu_time_millis_training
23.021615999823553
usercpu_time_millis_training
22.701966000568063
usercpu_time_millis_training
22.354548999828694
usercpu_time_millis_training
22.64641500005382
usercpu_time_millis_training
22.30831399992894
usercpu_time_millis_training
23.9151949999723
usercpu_time_millis_training
22.408718999940902
usercpu_time_millis_training
22.522578999996767
usercpu_time_millis_training
23.122457000681607
wall_clock_time_millis
24.849414825439453
wall_clock_time_millis
24.419307708740234
wall_clock_time_millis
24.08766746520996
wall_clock_time_millis
23.74744415283203
wall_clock_time_millis
24.03545379638672
wall_clock_time_millis
23.807048797607422
wall_clock_time_millis
25.456666946411133
wall_clock_time_millis
23.886919021606445
wall_clock_time_millis
23.919343948364258
wall_clock_time_millis
24.579763412475586
wall_clock_time_millis_testing
1.4176368713378906
wall_clock_time_millis_testing
1.3964176177978516
wall_clock_time_millis_testing
1.3833045959472656
wall_clock_time_millis_testing
1.3904571533203125
wall_clock_time_millis_testing
1.3866424560546875
wall_clock_time_millis_testing
1.4774799346923828
wall_clock_time_millis_testing
1.5363693237304688
wall_clock_time_millis_testing
1.4731884002685547
wall_clock_time_millis_testing
1.3937950134277344
wall_clock_time_millis_testing
1.4538764953613281
wall_clock_time_millis_training
23.431777954101562
wall_clock_time_millis_training
23.022890090942383
wall_clock_time_millis_training
22.704362869262695
wall_clock_time_millis_training
22.35698699951172
wall_clock_time_millis_training
22.64881134033203
wall_clock_time_millis_training
22.32956886291504
wall_clock_time_millis_training
23.920297622680664
wall_clock_time_millis_training
22.41373062133789
wall_clock_time_millis_training
22.525548934936523
wall_clock_time_millis_training
23.125886917114258