10370083
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)
8225430
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
0.6272435651551626
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.28238925509690915
13389
decision_function_shape
"ovr"
13389
degree
1
13389
gamma
0.004979268646665967
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
50412
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
21661871
description
https://api.openml.org/data/download/21661871/description.xml
-1
21661872
predictions
https://api.openml.org/data/download/21661872/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
34.12393399958091
usercpu_time_millis
34.2333629996574
usercpu_time_millis
26.543543001025682
usercpu_time_millis
22.907467999175424
usercpu_time_millis
33.34495699891704
usercpu_time_millis
22.974515000896645
usercpu_time_millis
23.026978999951098
usercpu_time_millis
22.435728999880666
usercpu_time_millis
23.596978999194107
usercpu_time_millis
22.240364000936097
usercpu_time_millis_testing
2.197181999690656
usercpu_time_millis_testing
2.1447210001497297
usercpu_time_millis_testing
1.4839920004305895
usercpu_time_millis_testing
1.3579899996329914
usercpu_time_millis_testing
2.0693399992524064
usercpu_time_millis_testing
1.3591710003311164
usercpu_time_millis_testing
1.3856810001016129
usercpu_time_millis_testing
1.3198759997976595
usercpu_time_millis_testing
1.3797729998259456
usercpu_time_millis_testing
1.3425320003079833
usercpu_time_millis_training
31.926751999890257
usercpu_time_millis_training
32.08864199950767
usercpu_time_millis_training
25.059551000595093
usercpu_time_millis_training
21.549477999542432
usercpu_time_millis_training
31.275616999664635
usercpu_time_millis_training
21.61534400056553
usercpu_time_millis_training
21.641297999849485
usercpu_time_millis_training
21.115853000083007
usercpu_time_millis_training
22.21720599936816
usercpu_time_millis_training
20.897832000628114
wall_clock_time_millis
34.12914276123047
wall_clock_time_millis
34.238338470458984
wall_clock_time_millis
26.549816131591797
wall_clock_time_millis
22.91083335876465
wall_clock_time_millis
33.35213661193848
wall_clock_time_millis
22.979021072387695
wall_clock_time_millis
23.03147315979004
wall_clock_time_millis
22.439956665039062
wall_clock_time_millis
23.601055145263672
wall_clock_time_millis
22.243499755859375
wall_clock_time_millis_testing
2.1996498107910156
wall_clock_time_millis_testing
2.1474361419677734
wall_clock_time_millis_testing
1.4865398406982422
wall_clock_time_millis_testing
1.360177993774414
wall_clock_time_millis_testing
2.0723342895507812
wall_clock_time_millis_testing
1.361846923828125
wall_clock_time_millis_testing
1.3880729675292969
wall_clock_time_millis_testing
1.322031021118164
wall_clock_time_millis_testing
1.3818740844726562
wall_clock_time_millis_testing
1.3446807861328125
wall_clock_time_millis_training
31.929492950439453
wall_clock_time_millis_training
32.09090232849121
wall_clock_time_millis_training
25.063276290893555
wall_clock_time_millis_training
21.550655364990234
wall_clock_time_millis_training
31.279802322387695
wall_clock_time_millis_training
21.61717414855957
wall_clock_time_millis_training
21.643400192260742
wall_clock_time_millis_training
21.1179256439209
wall_clock_time_millis_training
22.219181060791016
wall_clock_time_millis_training
20.898818969726562