10370613
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)
8225960
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
48452.94589563932
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.04048723473360227
13389
decision_function_shape
"ovr"
13389
degree
4
13389
gamma
6.678631422977849e-05
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
25118
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
21662931
description
https://api.openml.org/data/download/21662931/description.xml
-1
21662932
predictions
https://api.openml.org/data/download/21662932/predictions.arff
area_under_roc_curve
0.524036041477902 [0.524036,0.524036]
average_cost
0
f_measure
0.9035099078420257 [0.963901,0.094118]
kappa
0.08212139778358273
kb_relative_information_score
0.24858053712897077
mean_absolute_error
0.06943192064923355
mean_prior_absolute_error
0.12988972477049396
number_of_instances
1109 [1032,77]
precision
0.9035842487647512 [0.933697,0.5]
predictive_accuracy
0.9305680793507665
prior_entropy
0.36380676688852276
recall
0.9305680793507665 [0.996124,0.051948]
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
0.5714285714285714 [0.571429,0.571429]
area_under_roc_curve
0.49038461538461536 [0.490385,0.490385]
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
0.5625 [0.5625,0.5625]
area_under_roc_curve
0.5576456310679612 [0.557646,0.557646]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.49514563106796117 [0.495146,0.495146]
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
0.8973480522776298 [0.957746,0]
f_measure
0.9134486599275331 [0.967136,0.222222]
f_measure
0.9134486599275331 [0.967136,0.222222]
f_measure
0.9073261941186469 [0.962264,0.2]
f_measure
0.9010291595197255 [0.962264,0]
kappa
0.23798627002288333
kappa
-0.028836251287332113
kappa
0
kappa
0
kappa
0.20956256358087416
kappa
0
kappa
0.20956256358087416
kappa
0.17625231910946135
kappa
0
kappa
-0.01616628175519612
kb_relative_information_score
0.3741709080482253
kb_relative_information_score
0.06125636207233823
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
0.33548105840194276
kb_relative_information_score
0.2405497810307917
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.1632332215233837
mean_absolute_error
0.05405405405405406
mean_absolute_error
0.08108108108108109
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.06306306306306306
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.06306306306306306
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07272727272727272
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
0.8767666749318126 [0.93578,0]
precision
0.940950040950041 [0.936364,1]
precision
0.940950040950041 [0.936364,1]
precision
0.9043722621704273 [0.93578,0.5]
precision
0.8762301918265222 [0.93578,0]
predictive_accuracy
0.9459459459459459
predictive_accuracy
0.9189189189189189
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.927927927927928
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.9272727272727274
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
0.918918918918919 [0.980769,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9369369369369369 [1,0.125]
recall
0.9279279279279279 [1,0]
recall
0.9369369369369369 [1,0.125]
recall
0.9279279279279279 [0.990291,0.125]
recall
0.9279279279279279 [1,0]
recall
0.9272727272727272 [0.990291,0]
relative_absolute_error
0.4344652284429384
relative_absolute_error
0.6516978426644077
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.4771751135108604
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.4771751135108604
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5822469701932527
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
0.2847473987257497
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
0.2511236011669613
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.26967994498529685
root_relative_squared_error
0.9560573466910262
root_relative_squared_error
1.1709263321160848
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
0.9710366227212378
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.1043746440885092
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
468.64234399981797
usercpu_time_millis
270.56241299942485
usercpu_time_millis
272.09675699941727
usercpu_time_millis
434.72105500040925
usercpu_time_millis
236.5958700002011
usercpu_time_millis
349.7670990000188
usercpu_time_millis
264.4723230005184
usercpu_time_millis
230.45082299995556
usercpu_time_millis
383.12348799991014
usercpu_time_millis
421.65220599963504
usercpu_time_millis_testing
2.3148179998315754
usercpu_time_millis_testing
2.213234999544511
usercpu_time_millis_testing
2.2864959992148215
usercpu_time_millis_testing
2.288421999764978
usercpu_time_millis_testing
2.32423400029802
usercpu_time_millis_testing
2.259926000078849
usercpu_time_millis_testing
2.2876680004628724
usercpu_time_millis_testing
2.1767319994978607
usercpu_time_millis_testing
2.285465000568365
usercpu_time_millis_testing
1.4778739996472723
usercpu_time_millis_training
466.3275259999864
usercpu_time_millis_training
268.34917799988034
usercpu_time_millis_training
269.81026100020244
usercpu_time_millis_training
432.4326330006443
usercpu_time_millis_training
234.27163599990308
usercpu_time_millis_training
347.50717299993994
usercpu_time_millis_training
262.1846550000555
usercpu_time_millis_training
228.2740910004577
usercpu_time_millis_training
380.8380229993418
usercpu_time_millis_training
420.17433199998777
wall_clock_time_millis
468.6558246612549
wall_clock_time_millis
270.582914352417
wall_clock_time_millis
272.1068859100342
wall_clock_time_millis
434.7350597381592
wall_clock_time_millis
236.60850524902344
wall_clock_time_millis
349.7791290283203
wall_clock_time_millis
264.4848823547363
wall_clock_time_millis
230.46112060546875
wall_clock_time_millis
383.1357955932617
wall_clock_time_millis
421.6749668121338
wall_clock_time_millis_testing
2.3186206817626953
wall_clock_time_millis_testing
2.216339111328125
wall_clock_time_millis_testing
2.2902488708496094
wall_clock_time_millis_testing
2.292633056640625
wall_clock_time_millis_testing
2.3276805877685547
wall_clock_time_millis_testing
2.2628307342529297
wall_clock_time_millis_testing
2.292633056640625
wall_clock_time_millis_testing
2.179861068725586
wall_clock_time_millis_testing
2.288818359375
wall_clock_time_millis_testing
1.481771469116211
wall_clock_time_millis_training
466.3372039794922
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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