10370027
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)
8225374
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
13150.458449119973
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.14901796408205747
13389
decision_function_shape
"ovr"
13389
degree
4
13389
gamma
5.107606853951426e-05
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
36986
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
21661759
description
https://api.openml.org/data/download/21661759/description.xml
-1
21661760
predictions
https://api.openml.org/data/download/21661760/predictions.arff
area_under_roc_curve
0.51153352461492 [0.511534,0.511534]
average_cost
0
f_measure
0.8999735836812882 [0.963483,0.04878]
kappa
0.04065743944636761
kb_relative_information_score
0.23882184280597027
mean_absolute_error
0.0703336339044184
mean_prior_absolute_error
0.12988972477049396
number_of_instances
1109 [1032,77]
precision
0.895122907437174 [0.932065,0.4]
predictive_accuracy
0.9296663660955816
prior_entropy
0.36380676688852276
recall
0.9296663660955816 [0.997093,0.025974]
relative_absolute_error
0.5414872810662505
root_mean_prior_squared_error
0.25418837468358885
root_mean_squared_error
0.2652048904232695
root_relative_squared_error
1.043339966878477
total_cost
0
area_under_roc_curve
0.5714285714285714 [0.571429,0.571429]
area_under_roc_curve
0.4951923076923077 [0.495192,0.495192]
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
0.49514563106796117 [0.495146,0.495146]
area_under_roc_curve
0.5576456310679612 [0.557646,0.557646]
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
f_measure
0.926433442788583 [0.971963,0.25]
f_measure
0.9019112570514438 [0.962617,0]
f_measure
0.8887197056211139 [0.957746,0]
f_measure
0.9073261941186469 [0.962264,0.2]
kappa
0.23798627002288333
kappa
-0.01601830663615609
kappa
0
kappa
0
kappa
0
kappa
0
kappa
-0.016276703967446498
kappa
0.17625231910946135
kappa
0
kappa
0
kb_relative_information_score
0.3741709080482253
kb_relative_information_score
0.16556121073096747
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
0.1456185036596407
kb_relative_information_score
0.2405497810307917
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.2678290688329606
mean_absolute_error
0.05405405405405406
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
0.08108108108108109
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]
precision
0.9488943488943489 [0.945455,1]
precision
0.8773136773136774 [0.936364,0]
precision
0.8604422604422604 [0.927273,0]
precision
0.9043722621704273 [0.93578,0.5]
predictive_accuracy
0.9459459459459459
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.9189189189189189
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
0.9459459459459459 [1,0.142857]
recall
0.9279279279279279 [0.990385,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.918918918918919 [0.990291,0]
recall
0.9279279279279279 [0.990291,0.125]
recall
0.9279279279279279 [1,0]
recall
0.9363636363636364 [1,0]
relative_absolute_error
0.4344652284429384
relative_absolute_error
0.5792869712572513
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.6135108602282492
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
0.23249527748763857
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
0.2847473987257497
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2522624895547565
root_relative_squared_error
0.9560573466910262
root_relative_squared_error
1.1039599329455667
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
1.1010520361384777
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
214.04597199943964
usercpu_time_millis
143.57812700109207
usercpu_time_millis
223.5517669996625
usercpu_time_millis
225.2794490004817
usercpu_time_millis
199.37358399874938
usercpu_time_millis
219.14017500057525
usercpu_time_millis
221.34761400047864
usercpu_time_millis
118.50301699996635
usercpu_time_millis
198.66427399938402
usercpu_time_millis
177.3175070002253
usercpu_time_millis_testing
2.3361599996860605
usercpu_time_millis_testing
2.269201000672183
usercpu_time_millis_testing
2.2043959997972706
usercpu_time_millis_testing
2.269177000016498
usercpu_time_millis_testing
2.2296989991446026
usercpu_time_millis_testing
2.293358000315493
usercpu_time_millis_testing
2.2207620004337514
usercpu_time_millis_testing
2.2048549999453826
usercpu_time_millis_testing
2.248332999442937
usercpu_time_millis_testing
2.269448000333796
usercpu_time_millis_training
211.70981199975358
usercpu_time_millis_training
141.3089260004199
usercpu_time_millis_training
221.34737099986523
usercpu_time_millis_training
223.0102720004652
usercpu_time_millis_training
197.14388499960478
usercpu_time_millis_training
216.84681700025976
usercpu_time_millis_training
219.1268520000449
usercpu_time_millis_training
116.29816200002097
usercpu_time_millis_training
196.41594099994109
usercpu_time_millis_training
175.0480589998915
wall_clock_time_millis
214.0636444091797
wall_clock_time_millis
143.58782768249512
wall_clock_time_millis
223.56247901916504
wall_clock_time_millis
225.29125213623047
wall_clock_time_millis
199.39517974853516
wall_clock_time_millis
219.36416625976562
wall_clock_time_millis
221.3592529296875
wall_clock_time_millis
118.51239204406738
wall_clock_time_millis
198.67467880249023
wall_clock_time_millis
177.32691764831543
wall_clock_time_millis_testing
2.338886260986328
wall_clock_time_millis_testing
2.2716522216796875
wall_clock_time_millis_testing
2.2077560424804688
wall_clock_time_millis_testing
2.2733211517333984
wall_clock_time_millis_testing
2.2325515747070312
wall_clock_time_millis_testing
2.2966861724853516
wall_clock_time_millis_testing
2.2242069244384766
wall_clock_time_millis_testing
2.2077560424804688
wall_clock_time_millis_testing
2.2513866424560547
wall_clock_time_millis_testing
2.2721290588378906
wall_clock_time_millis_training
211.72475814819336
wall_clock_time_millis_training
141.31617546081543
wall_clock_time_millis_training
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wall_clock_time_millis_training
223.01793098449707
wall_clock_time_millis_training
197.16262817382812
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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