10370032
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)
8225379
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
877.9239202633385
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.5310687015843991
13389
decision_function_shape
"ovr"
13389
degree
1
13389
gamma
0.01855031591678096
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
20316
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
21661769
description
https://api.openml.org/data/download/21661769/description.xml
-1
21661770
predictions
https://api.openml.org/data/download/21661770/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
2466.6492549995382
usercpu_time_millis
3546.1401020002086
usercpu_time_millis
2541.027494001355
usercpu_time_millis
2139.9455029995806
usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
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usercpu_time_millis
1685.882529999617
usercpu_time_millis
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usercpu_time_millis
2321.38649099943
usercpu_time_millis_testing
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usercpu_time_millis_testing
1.48357699981716
usercpu_time_millis_testing
1.5577190006297315
usercpu_time_millis_testing
1.017241999761609
usercpu_time_millis_testing
1.0031649999291403
usercpu_time_millis_testing
1.0621629999150173
usercpu_time_millis_testing
1.513621000412968
usercpu_time_millis_testing
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usercpu_time_millis_testing
1.5642600001228857
usercpu_time_millis_testing
1.5879889997449936
usercpu_time_millis_training
2465.0496889998976
usercpu_time_millis_training
3544.6565250003914
usercpu_time_millis_training
2539.4697750007253
usercpu_time_millis_training
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usercpu_time_millis_training
1038.5320160003175
usercpu_time_millis_training
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usercpu_time_millis_training
3364.473837999867
usercpu_time_millis_training
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usercpu_time_millis_training
3120.8972399999766
usercpu_time_millis_training
2319.798501999685
wall_clock_time_millis
2468.970537185669
wall_clock_time_millis
3546.24080657959
wall_clock_time_millis
2541.7420864105225
wall_clock_time_millis
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1685.966968536377
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wall_clock_time_millis
2321.432590484619
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
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wall_clock_time_millis_testing
1.0194778442382812
wall_clock_time_millis_testing
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wall_clock_time_millis_testing
1.0645389556884766
wall_clock_time_millis_testing
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