10370456
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)
8225803
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
696.7376145562746
13389
cache_size
200
13389
class_weight
null
13389
coef0
-0.5281207174959481
13389
decision_function_shape
"ovr"
13389
degree
1
13389
gamma
0.0001473666628496018
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
36125
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
21662617
description
https://api.openml.org/data/download/21662617/description.xml
-1
21662618
predictions
https://api.openml.org/data/download/21662618/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
0.2583392314519714
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
0.5 [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
0.5 [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
0.926433442788583 [0.971963,0.25]
f_measure
0.9073261941186469 [0.962264,0.2]
kappa
0.23798627002288333
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0.17625231910946135
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.3741709080482253
kb_relative_information_score
0.2698660593895962
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
0.05405405405405406
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
0.06363636363636363
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
0.9043722621704273 [0.93578,0.5]
predictive_accuracy
0.9459459459459459
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
0.9363636363636364
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
0.9369369369369369 [1,0]
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
0.4344652284429384
relative_absolute_error
0.5068760998500949
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
0.23249527748763857
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
0.2522624895547565
root_relative_squared_error
0.9560573466910262
root_relative_squared_error
1.032659959452061
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
41.33251199982624
usercpu_time_millis
50.72385600033158
usercpu_time_millis
49.946713999815984
usercpu_time_millis
59.720311999626574
usercpu_time_millis
45.25600199940527
usercpu_time_millis
43.16582499996002
usercpu_time_millis
63.80508200072654
usercpu_time_millis
40.59078799946292
usercpu_time_millis
45.09980999955587
usercpu_time_millis
41.75719100112474
usercpu_time_millis_testing
1.533573999950022
usercpu_time_millis_testing
1.5488010003537056
usercpu_time_millis_testing
1.4469269999608514
usercpu_time_millis_testing
1.4812649997111293
usercpu_time_millis_testing
1.4735459999428713
usercpu_time_millis_testing
1.4825409998593386
usercpu_time_millis_testing
1.505328000348527
usercpu_time_millis_testing
1.4503299998978036
usercpu_time_millis_testing
1.4737909996256349
usercpu_time_millis_testing
1.4355640005305759
usercpu_time_millis_training
39.798937999876216
usercpu_time_millis_training
49.175054999977874
usercpu_time_millis_training
48.49978699985513
usercpu_time_millis_training
58.239046999915445
usercpu_time_millis_training
43.7824559994624
usercpu_time_millis_training
41.683284000100684
usercpu_time_millis_training
62.299754000378016
usercpu_time_millis_training
39.140457999565115
usercpu_time_millis_training
43.62601899993024
usercpu_time_millis_training
40.32162700059416
wall_clock_time_millis
41.339874267578125
wall_clock_time_millis
50.73285102844238
wall_clock_time_millis
49.95465278625488
wall_clock_time_millis
59.72766876220703
wall_clock_time_millis
45.26329040527344
wall_clock_time_millis
43.17188262939453
wall_clock_time_millis
63.812255859375
wall_clock_time_millis
40.598154067993164
wall_clock_time_millis
45.1204776763916
wall_clock_time_millis
41.76449775695801
wall_clock_time_millis_testing
1.5363693237304688
wall_clock_time_millis_testing
1.5521049499511719
wall_clock_time_millis_testing
1.4503002166748047
wall_clock_time_millis_testing
1.4841556549072266
wall_clock_time_millis_testing
1.476287841796875
wall_clock_time_millis_testing
1.4853477478027344
wall_clock_time_millis_testing
1.5082359313964844
wall_clock_time_millis_testing
1.4526844024658203
wall_clock_time_millis_testing
1.4772415161132812
wall_clock_time_millis_testing
1.4386177062988281
wall_clock_time_millis_training
39.803504943847656
wall_clock_time_millis_training
49.18074607849121
wall_clock_time_millis_training
48.50435256958008
wall_clock_time_millis_training
58.243513107299805
wall_clock_time_millis_training
43.78700256347656
wall_clock_time_millis_training
41.6865348815918
wall_clock_time_millis_training
62.304019927978516
wall_clock_time_millis_training
39.145469665527344
wall_clock_time_millis_training
43.64323616027832
wall_clock_time_millis_training
40.32588005065918