10370428
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)
8225775
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
1913.7930621122962
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.2637517935949938
13389
decision_function_shape
"ovr"
13389
degree
1
13389
gamma
0.04629480989606259
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
22216
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
21662561
description
https://api.openml.org/data/download/21662561/description.xml
-1
21662562
predictions
https://api.openml.org/data/download/21662562/predictions.arff
area_under_roc_curve
0.512502516862982 [0.512503,0.512503]
average_cost
0
f_measure
0.900960548147186 [0.964453,0.05]
kappa
0.04502707969815743
kb_relative_information_score
0.25833923145197096
mean_absolute_error
0.06853020739404869
mean_prior_absolute_error
0.12988972477049396
number_of_instances
1109 [1032,77]
precision
0.9137524044327985 [0.932188,0.666667]
predictive_accuracy
0.9314697926059513
prior_entropy
0.36380676688852276
recall
0.9314697926059513 [0.999031,0.025974]
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
0.4951923076923077 [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
0.5625 [0.5625,0.5625]
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]
f_measure
0.9019112570514438 [0.962617,0]
f_measure
0.9134486599275331 [0.967136,0.222222]
kappa
0.23798627002288333
kappa
-0.01601830663615609
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0.20956256358087416
kappa
0
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
0.33548105840194276
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
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.06306306306306306
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
0.940950040950041 [0.936364,1]
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
0.9369369369369369
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
0.9369369369369369 [1,0.125]
recall
0.9279279279279279 [1,0]
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
0.4771751135108604
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
0.2511236011669613
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
0.9710366227212378
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
11459.969872000329
usercpu_time_millis
10447.45392599998
usercpu_time_millis
10701.479583999571
usercpu_time_millis
10603.949017999184
usercpu_time_millis
10063.81803000022
usercpu_time_millis
9237.411206000615
usercpu_time_millis
9801.136281999788
usercpu_time_millis
7519.142766000186
usercpu_time_millis
10968.060326999876
usercpu_time_millis
5718.866119000268
usercpu_time_millis_testing
1.030481000270811
usercpu_time_millis_testing
1.0409790002086083
usercpu_time_millis_testing
0.9956670000974555
usercpu_time_millis_testing
1.551472999381076
usercpu_time_millis_testing
1.567506999890611
usercpu_time_millis_testing
1.0427460001665168
usercpu_time_millis_testing
1.0525759998927242
usercpu_time_millis_testing
1.0397699998065946
usercpu_time_millis_testing
1.021301000037056
usercpu_time_millis_testing
1.0403590003988938
usercpu_time_millis_training
11458.939391000058
usercpu_time_millis_training
10446.412946999772
usercpu_time_millis_training
10700.483916999474
usercpu_time_millis_training
10602.397544999803
usercpu_time_millis_training
10062.25052300033
usercpu_time_millis_training
9236.368460000449
usercpu_time_millis_training
9800.083705999896
usercpu_time_millis_training
7518.10299600038
usercpu_time_millis_training
10967.039025999838
usercpu_time_millis_training
5717.825759999869
wall_clock_time_millis
11460.171937942505
wall_clock_time_millis
10447.624683380127
wall_clock_time_millis
10701.851844787598
wall_clock_time_millis
10604.138612747192
wall_clock_time_millis
10063.995599746704
wall_clock_time_millis
9237.552642822266
wall_clock_time_millis
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wall_clock_time_millis
7519.261121749878
wall_clock_time_millis
10968.230962753296
wall_clock_time_millis
5718.953371047974
wall_clock_time_millis_testing
1.0325908660888672
wall_clock_time_millis_testing
1.0437965393066406
wall_clock_time_millis_testing
0.9984970092773438
wall_clock_time_millis_testing
1.5544891357421875
wall_clock_time_millis_testing
1.5707015991210938
wall_clock_time_millis_testing
1.0454654693603516
wall_clock_time_millis_testing
1.0554790496826172
wall_clock_time_millis_testing
1.0426044464111328
wall_clock_time_millis_testing
1.024007797241211
wall_clock_time_millis_testing
1.0426044464111328
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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wall_clock_time_millis_training
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wall_clock_time_millis_training
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