10370529
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)
8225876
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
6.850412137824285
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.0
13389
decision_function_shape
"ovr"
13389
degree
3
13389
gamma
0.05170269991130989
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
88
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
21662763
description
https://api.openml.org/data/download/21662763/description.xml
-1
21662764
predictions
https://api.openml.org/data/download/21662764/predictions.arff
area_under_roc_curve
0.5331470854726669 [0.533147,0.533147]
average_cost
0
f_measure
0.9029572917601131 [0.960904,0.126316]
kappa
0.10270707622120727
kb_relative_information_score
0.19002837119096708
mean_absolute_error
0.07484220018034266
mean_prior_absolute_error
0.12988972477049396
number_of_instances
1109 [1032,77]
precision
0.8931526270215884 [0.934922,0.333333]
predictive_accuracy
0.9251577998196574
prior_entropy
0.36380676688852276
recall
0.9251577998196574 [0.988372,0.077922]
relative_absolute_error
0.576198004211523
root_mean_prior_squared_error
0.25418837468358885
root_mean_squared_error
0.2735730253156233
root_relative_squared_error
1.0762609645549852
total_cost
0
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.4807692307692307 [0.480769,0.480769]
area_under_roc_curve
0.49514563106796117 [0.495146,0.495146]
area_under_roc_curve
0.5527912621359223 [0.552791,0.552791]
area_under_roc_curve
0.5576456310679612 [0.557646,0.557646]
area_under_roc_curve
0.5625 [0.5625,0.5625]
area_under_roc_curve
0.5625 [0.5625,0.5625]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.6152912621359223 [0.615291,0.615291]
area_under_roc_curve
0.49029126213592233 [0.490291,0.490291]
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
0.8880918833525469 [0.947867,0]
f_measure
0.8887197056211139 [0.957746,0]
f_measure
0.901452076807527 [0.957346,0.181818]
f_measure
0.9073261941186469 [0.962264,0.2]
f_measure
0.9134486599275331 [0.967136,0.222222]
f_measure
0.9134486599275331 [0.967136,0.222222]
f_measure
0.9166023166023166 [0.961905,0.333333]
f_measure
0.8964239551917278 [0.957346,0]
kappa
0
kappa
-0.0480686695278973
kappa
-0.016276703967446498
kappa
0.14833759590792903
kappa
0.17625231910946135
kappa
0.20956256358087416
kappa
0.20956256358087416
kappa
0
kappa
0.29968454258675065
kappa
-0.029106029106028785
kb_relative_information_score
0.2698660593895962
kb_relative_information_score
-0.14735333524492067
kb_relative_information_score
0.14561850365964107
kb_relative_information_score
0.14561850365964127
kb_relative_information_score
0.24054978103079208
kb_relative_information_score
0.33548105840194276
kb_relative_information_score
0.33548105840194276
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079225
kb_relative_information_score
0.05863737421380685
mean_absolute_error
0.06306306306306306
mean_absolute_error
0.0990990990990991
mean_absolute_error
0.08108108108108109
mean_absolute_error
0.08108108108108109
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.06306306306306306
mean_absolute_error
0.06306306306306306
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.08181818181818182
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
0.8756419971373243 [0.934579,0]
precision
0.8604422604422604 [0.927273,0]
precision
0.8918084751418085 [0.935185,0.333333]
precision
0.9043722621704273 [0.93578,0.5]
precision
0.940950040950041 [0.936364,1]
precision
0.940950040950041 [0.936364,1]
precision
0.9119306222109961 [0.943925,0.5]
precision
0.8756734006734007 [0.935185,0]
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.9009009009009009
predictive_accuracy
0.9189189189189189
predictive_accuracy
0.9189189189189189
predictive_accuracy
0.927927927927928
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.9369369369369369
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.9181818181818181
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
0.9009009009009009 [0.961538,0]
recall
0.918918918918919 [0.990291,0]
recall
0.918918918918919 [0.980583,0.125]
recall
0.9279279279279279 [0.990291,0.125]
recall
0.9369369369369369 [1,0.125]
recall
0.9369369369369369 [1,0.125]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [0.980583,0.25]
recall
0.9181818181818182 [0.980583,0]
relative_absolute_error
0.5068760998500949
relative_absolute_error
0.7965195854787204
relative_absolute_error
0.6135108602282492
relative_absolute_error
0.6135108602282492
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.4771751135108604
relative_absolute_error
0.4771751135108604
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.6550278414674093
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
0.3148000938676784
root_mean_squared_error
0.2847473987257497
root_mean_squared_error
0.2847473987257497
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2511236011669613
root_mean_squared_error
0.2511236011669613
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.28603877677367767
root_relative_squared_error
1.032659959452061
root_relative_squared_error
1.2945077669253755
root_relative_squared_error
1.1010520361384777
root_relative_squared_error
1.1010520361384777
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
0.9710366227212378
root_relative_squared_error
0.9710366227212378
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.171366199708197
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
52.272667999204714
usercpu_time_millis
54.91058100051305
usercpu_time_millis
54.8341129997425
usercpu_time_millis
51.7617360001168
usercpu_time_millis
50.34807999982149
usercpu_time_millis
49.61231499964924
usercpu_time_millis
51.74091499975475
usercpu_time_millis
54.83979299879138
usercpu_time_millis
53.11246499968547
usercpu_time_millis
51.88775200076634
usercpu_time_millis_testing
2.894940999794926
usercpu_time_millis_testing
2.789985000163142
usercpu_time_millis_testing
2.7505990001372993
usercpu_time_millis_testing
2.764716999990924
usercpu_time_millis_testing
2.5697040000522975
usercpu_time_millis_testing
2.7045139995607315
usercpu_time_millis_testing
2.705066000089573
usercpu_time_millis_testing
2.713520999350294
usercpu_time_millis_testing
2.77857099990797
usercpu_time_millis_testing
2.7813310007331893
usercpu_time_millis_training
49.37772699940979
usercpu_time_millis_training
52.120596000349906
usercpu_time_millis_training
52.0835139996052
usercpu_time_millis_training
48.997019000125874
usercpu_time_millis_training
47.778375999769196
usercpu_time_millis_training
46.90780100008851
usercpu_time_millis_training
49.03584899966518
usercpu_time_millis_training
52.12627199944109
usercpu_time_millis_training
50.3338939997775
usercpu_time_millis_training
49.10642100003315
wall_clock_time_millis
52.28161811828613
wall_clock_time_millis
54.91924285888672
wall_clock_time_millis
54.84461784362793
wall_clock_time_millis
51.76830291748047
wall_clock_time_millis
50.35686492919922
wall_clock_time_millis
49.62158203125
wall_clock_time_millis
51.75042152404785
wall_clock_time_millis
54.850101470947266
wall_clock_time_millis
53.12037467956543
wall_clock_time_millis
51.8956184387207
wall_clock_time_millis_testing
2.8982162475585938
wall_clock_time_millis_testing
2.794027328491211
wall_clock_time_millis_testing
2.7551651000976562
wall_clock_time_millis_testing
2.767324447631836
wall_clock_time_millis_testing
2.573251724243164
wall_clock_time_millis_testing
2.707958221435547
wall_clock_time_millis_testing
2.7081966400146484
wall_clock_time_millis_testing
2.717733383178711
wall_clock_time_millis_testing
2.781391143798828
wall_clock_time_millis_testing
2.784252166748047
wall_clock_time_millis_training
49.38340187072754
wall_clock_time_millis_training
52.12521553039551
wall_clock_time_millis_training
52.08945274353027
wall_clock_time_millis_training
49.00097846984863
wall_clock_time_millis_training
47.783613204956055
wall_clock_time_millis_training
46.91362380981445
wall_clock_time_millis_training
49.0422248840332
wall_clock_time_millis_training
52.132368087768555
wall_clock_time_millis_training
50.3389835357666
wall_clock_time_millis_training
49.111366271972656