10370619
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)
8225966
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
14323.47583138456
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.19270740154340582
13389
decision_function_shape
"ovr"
13389
degree
4
13389
gamma
1.3587589842430956e-05
13389
kernel
"sigmoid"
13389
max_iter
-1
13389
probability
false
13389
random_state
1694
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
21662943
description
https://api.openml.org/data/download/21662943/description.xml
-1
21662944
predictions
https://api.openml.org/data/download/21662944/predictions.arff
area_under_roc_curve
0.5055245142454444 [0.505525,0.505525]
average_cost
0
f_measure
0.8983542467826382 [0.963517,0.025]
kappa
0.019896213374424935
kb_relative_information_score
0.23882184280596966
mean_absolute_error
0.0703336339044184
mean_prior_absolute_error
0.12988972477049396
number_of_instances
1109 [1032,77]
precision
0.8897670492561545 [0.931284,0.333333]
predictive_accuracy
0.9296663660955816
prior_entropy
0.36380676688852276
recall
0.9296663660955816 [0.998062,0.012987]
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
0.5 [0.5,0.5]
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
0.5576456310679612 [0.557646,0.557646]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
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
0.9019112570514438 [0.962617,0]
f_measure
0.9073261941186469 [0.962264,0.2]
kappa
0
kappa
-0.01601830663615609
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0.17625231910946135
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.2698660593895962
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
0.24054978103079175
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
0.07207207207207207
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
0.07207207207207207
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
0.8773136773136774 [0.936364,0]
precision
0.9043722621704273 [0.93578,0.5]
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
0.927927927927928
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
0.9279279279279279 [0.990385,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [0.990291,0.125]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9363636363636364 [1,0]
relative_absolute_error
0.5068760998500949
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
0.5453429868695547
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
0.2684624220856097
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
0.2684624220856097
root_mean_squared_error
0.2522624895547565
root_relative_squared_error
1.032659959452061
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
1.0380818149236974
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
57.66128699997353
usercpu_time_millis
61.82495599932736
usercpu_time_millis
77.60881900048844
usercpu_time_millis
59.32073500025581
usercpu_time_millis
70.23480900079448
usercpu_time_millis
65.12984999972105
usercpu_time_millis
71.04136199995992
usercpu_time_millis
59.791298000163806
usercpu_time_millis
73.81005400020513
usercpu_time_millis
59.294353000041156
usercpu_time_millis_testing
2.234042999589292
usercpu_time_millis_testing
2.2261819995037513
usercpu_time_millis_testing
2.3307179999392247
usercpu_time_millis_testing
2.20110600002954
usercpu_time_millis_testing
2.2153480003908044
usercpu_time_millis_testing
2.254617000289727
usercpu_time_millis_testing
2.2140929995657643
usercpu_time_millis_testing
2.1919199998592376
usercpu_time_millis_testing
2.2327400001813658
usercpu_time_millis_testing
2.2069799997552764
usercpu_time_millis_training
55.427244000384235
usercpu_time_millis_training
59.59877399982361
usercpu_time_millis_training
75.27810100054921
usercpu_time_millis_training
57.11962900022627
usercpu_time_millis_training
68.01946100040368
usercpu_time_millis_training
62.87523299943132
usercpu_time_millis_training
68.82726900039415
usercpu_time_millis_training
57.59937800030457
usercpu_time_millis_training
71.57731400002376
usercpu_time_millis_training
57.08737300028588
wall_clock_time_millis
57.671546936035156
wall_clock_time_millis
61.832427978515625
wall_clock_time_millis
77.61812210083008
wall_clock_time_millis
59.39507484436035
wall_clock_time_millis
70.24240493774414
wall_clock_time_millis
66.07794761657715
wall_clock_time_millis
71.05159759521484
wall_clock_time_millis
59.7996711730957
wall_clock_time_millis
73.83370399475098
wall_clock_time_millis
59.30447578430176
wall_clock_time_millis_testing
2.2389888763427734
wall_clock_time_millis_testing
2.2296905517578125
wall_clock_time_millis_testing
2.335071563720703
wall_clock_time_millis_testing
2.2058486938476562
wall_clock_time_millis_testing
2.2182464599609375
wall_clock_time_millis_testing
2.25830078125
wall_clock_time_millis_testing
2.218484878540039
wall_clock_time_millis_testing
2.1948814392089844
wall_clock_time_millis_testing
2.237558364868164
wall_clock_time_millis_testing
2.2118091583251953
wall_clock_time_millis_training
55.43255805969238
wall_clock_time_millis_training
59.60273742675781
wall_clock_time_millis_training
75.28305053710938
wall_clock_time_millis_training
57.189226150512695
wall_clock_time_millis_training
68.0241584777832
wall_clock_time_millis_training
63.81964683532715
wall_clock_time_millis_training
68.8331127166748
wall_clock_time_millis_training
57.60478973388672
wall_clock_time_millis_training
71.59614562988281
wall_clock_time_millis_training
57.09266662597656