10370489
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)
8225836
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
116.95729942305174
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.3313071593094643
13389
decision_function_shape
"ovr"
13389
degree
4
13389
gamma
9.305105093213657e-05
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
1912
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
21662683
description
https://api.openml.org/data/download/21662683/description.xml
-1
21662684
predictions
https://api.openml.org/data/download/21662684/predictions.arff
area_under_roc_curve
0.5064935064935064 [0.506494,0.506494]
average_cost
0
f_measure
0.8993001728445802 [0.964486,0.025641]
kappa
0.023903275119285118
kb_relative_information_score
0.2583392314519714
mean_absolute_error
0.06853020739404869
mean_prior_absolute_error
0.12988972477049396
number_of_instances
1109 [1032,77]
precision
0.9361704205499475 [0.931408,1]
predictive_accuracy
0.9314697926059513
prior_entropy
0.36380676688852276
recall
0.9314697926059513 [1,0.012987]
relative_absolute_error
0.5276029918081416
root_mean_prior_squared_error
0.25418837468358885
root_mean_squared_error
0.26178274846530414
root_relative_squared_error
1.0298769516551207
total_cost
0
area_under_roc_curve
0.5714285714285714 [0.571429,0.571429]
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
f_measure
0.926433442788583 [0.971963,0.25]
kappa
0.23798627002288333
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.3741709080482253
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
0.05405405405405406
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]
precision
0.9488943488943489 [0.945455,1]
predictive_accuracy
0.9459459459459459
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
0.9459459459459459 [1,0.142857]
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
0.4344652284429384
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
0.23249527748763857
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
0.9560573466910262
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
25.71202400031325
usercpu_time_millis
26.087420000294514
usercpu_time_millis
24.320163000083994
usercpu_time_millis
25.237429999833694
usercpu_time_millis
24.465860999953293
usercpu_time_millis
26.337452000916528
usercpu_time_millis
29.82015300040075
usercpu_time_millis
24.010473000089405
usercpu_time_millis
24.40265899986116
usercpu_time_millis
24.4931520001046
usercpu_time_millis_testing
1.5437060001204372
usercpu_time_millis_testing
1.458524000554462
usercpu_time_millis_testing
1.3694580002265866
usercpu_time_millis_testing
1.4172900000630761
usercpu_time_millis_testing
1.3848240005245316
usercpu_time_millis_testing
1.3718560003326274
usercpu_time_millis_testing
1.4949740007068613
usercpu_time_millis_testing
1.3511059996744734
usercpu_time_millis_testing
1.385220999509329
usercpu_time_millis_testing
1.3671950000571087
usercpu_time_millis_training
24.168318000192812
usercpu_time_millis_training
24.628895999740053
usercpu_time_millis_training
22.950704999857408
usercpu_time_millis_training
23.820139999770618
usercpu_time_millis_training
23.08103699942876
usercpu_time_millis_training
24.9655960005839
usercpu_time_millis_training
28.32517899969389
usercpu_time_millis_training
22.65936700041493
usercpu_time_millis_training
23.01743800035183
usercpu_time_millis_training
23.125957000047492
wall_clock_time_millis
25.71845054626465
wall_clock_time_millis
26.09419822692871
wall_clock_time_millis
24.325847625732422
wall_clock_time_millis
25.244712829589844
wall_clock_time_millis
24.470090866088867
wall_clock_time_millis
26.343345642089844
wall_clock_time_millis
29.827594757080078
wall_clock_time_millis
24.016618728637695
wall_clock_time_millis
24.40786361694336
wall_clock_time_millis
24.49965476989746
wall_clock_time_millis_testing
1.5463829040527344
wall_clock_time_millis_testing
1.4619827270507812
wall_clock_time_millis_testing
1.3728141784667969
wall_clock_time_millis_testing
1.4202594757080078
wall_clock_time_millis_testing
1.3873577117919922
wall_clock_time_millis_testing
1.3747215270996094
wall_clock_time_millis_testing
1.4977455139160156
wall_clock_time_millis_testing
1.354217529296875
wall_clock_time_millis_testing
1.3880729675292969
wall_clock_time_millis_testing
1.3704299926757812
wall_clock_time_millis_training
24.172067642211914
wall_clock_time_millis_training
24.63221549987793
wall_clock_time_millis_training
22.953033447265625
wall_clock_time_millis_training
23.824453353881836
wall_clock_time_millis_training
23.082733154296875
wall_clock_time_millis_training
24.968624114990234
wall_clock_time_millis_training
28.329849243164062
wall_clock_time_millis_training
22.66240119934082
wall_clock_time_millis_training
23.019790649414062
wall_clock_time_millis_training
23.12922477722168