10551443
8323
Heinrich Peters
3918
Supervised Classification
18601
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(2)
8275618
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"median"
12737
verbose
0
12737
C
0.001
13106
class_weight
null
13106
dual
false
13106
fit_intercept
true
13106
intercept_scaling
1
13106
l1_ratio
null
13106
max_iter
10000
13106
multi_class
"warn"
13106
n_jobs
null
13106
penalty
"l2"
13106
random_state
1
13106
solver
"lbfgs"
13106
tol
0.0001
13106
verbose
0
13106
warm_start
false
13106
copy
true
13294
with_mean
true
13294
with_std
true
13294
memory
null
18601
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": "logisticregression", "step_name": "logisticregression"}}]
18601
verbose
false
18601
openml-python
Sklearn_0.21.2.
1068
pc1
https://www.openml.org/data/download/53951/pc1.arff
-1
22027841
description
https://api.openml.org/data/download/22027841/description.xml
-1
22027842
predictions
https://api.openml.org/data/download/22027842/predictions.arff
area_under_roc_curve
0.7201625893486359 [0.720163,0.720163]
average_cost
0
f_measure
0.9014550053538173 [0.964937,0.050633]
kappa
0.0472835985017689
kb_relative_information_score
-0.09076197271580196
mean_absolute_error
0.12422260372686056
mean_prior_absolute_error
0.12988972477049396
weighted_recall
0.9323715058611362 [1,0.025974]
number_of_instances
1109 [1032,77]
precision
0.9369533821578071 [0.932249,1]
predictive_accuracy
0.9323715058611362
prior_entropy
0.36380676688852276
relative_absolute_error
0.9563697509279753
root_mean_prior_squared_error
0.25418837468358885
root_mean_squared_error
0.24746825281964807
root_relative_squared_error
0.9735624342682629
total_cost
0
unweighted_recall
0.512987012987013 [1,0.025974]
area_under_roc_curve
0.7266483516483517 [0.726648,0.726648]
area_under_roc_curve
0.6881868131868132 [0.688187,0.688187]
area_under_roc_curve
0.712378640776699 [0.712379,0.712379]
area_under_roc_curve
0.5716019417475728 [0.571602,0.571602]
area_under_roc_curve
0.5934466019417476 [0.593447,0.593447]
area_under_roc_curve
0.6662621359223302 [0.666262,0.666262]
area_under_roc_curve
0.8932038834951456 [0.893204,0.893204]
area_under_roc_curve
0.787621359223301 [0.787621,0.787621]
area_under_roc_curve
0.7827669902912622 [0.782767,0.782767]
area_under_roc_curve
0.811373092926491 [0.811373,0.811373]
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
0.9134486599275331 [0.967136,0.222222]
kappa
0.23798627002288333
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0.20956256358087416
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.069743628689438
kb_relative_information_score
-0.22940140848745763
kb_relative_information_score
-0.0775647074543138
kb_relative_information_score
-0.10257851137805321
kb_relative_information_score
-0.12026693094852015
kb_relative_information_score
-0.11545011904310973
kb_relative_information_score
-0.04364180145025342
kb_relative_information_score
-0.13062793268497522
kb_relative_information_score
-0.053642417390507166
kb_relative_information_score
-0.10339143018420455
mean_absolute_error
0.10998226646307888
mean_absolute_error
0.12332875047705946
mean_absolute_error
0.12672919338181868
mean_absolute_error
0.12780020068088777
mean_absolute_error
0.12760488937279887
mean_absolute_error
0.1275808158950683
mean_absolute_error
0.1226311324783637
mean_absolute_error
0.1294479706522903
mean_absolute_error
0.1264127678002169
mean_absolute_error
0.12067609957920683
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
0.940950040950041 [0.936364,1]
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
0.9369369369369369
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
relative_absolute_error
0.8839942046857432
relative_absolute_error
0.9912679943675591
relative_absolute_error
0.9589134161884445
relative_absolute_error
0.9670173363705833
relative_absolute_error
0.9655394871973823
relative_absolute_error
0.9653573320036645
relative_absolute_error
0.9279048894566386
relative_absolute_error
0.9794854085661491
relative_absolute_error
0.9565191396423214
relative_absolute_error
0.966120283627571
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
0.22257838269972985
root_mean_squared_error
0.24096871811231602
root_mean_squared_error
0.2533994234876676
root_mean_squared_error
0.25286946062642934
root_mean_squared_error
0.25734107199907
root_mean_squared_error
0.25473664044482125
root_mean_squared_error
0.23886523578856675
root_mean_squared_error
0.25774835821441067
root_mean_squared_error
0.2543487269964734
root_mean_squared_error
0.23939377379526722
root_relative_squared_error
0.915277507114086
root_relative_squared_error
0.9909014744880038
root_relative_squared_error
0.9798366988986378
root_relative_squared_error
0.97778745563933
root_relative_squared_error
0.9950781379377414
root_relative_squared_error
0.9850074061992897
root_relative_squared_error
0.9236363717619297
root_relative_squared_error
0.9966530191085571
root_relative_squared_error
0.983507435017603
root_relative_squared_error
0.9803488121690603
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
unweighted_recall
0.5714285714285714 [1,0.142857]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5625 [1,0.125]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
usercpu_time_millis
14.61993099655956
usercpu_time_millis
10.875510983169079
usercpu_time_millis
14.314024010673165
usercpu_time_millis
11.368601932190359
usercpu_time_millis
11.178257991559803
usercpu_time_millis
11.085594014730304
usercpu_time_millis
11.106688936706632
usercpu_time_millis
11.912225978448987
usercpu_time_millis
9.544962958898395
usercpu_time_millis
9.400163951795548
usercpu_time_millis_testing
0.5303309881128371
usercpu_time_millis_testing
0.5980670102871954
usercpu_time_millis_testing
0.9140410111285746
usercpu_time_millis_testing
0.6010769866406918
usercpu_time_millis_testing
0.5521320272237062
usercpu_time_millis_testing
0.5841189995408058
usercpu_time_millis_testing
0.5641019670292735
usercpu_time_millis_testing
0.5349639686755836
usercpu_time_millis_testing
0.49255898920819163
usercpu_time_millis_testing
0.520536967087537
usercpu_time_millis_training
14.089600008446723
usercpu_time_millis_training
10.277443972881883
usercpu_time_millis_training
13.39998299954459
usercpu_time_millis_training
10.767524945549667
usercpu_time_millis_training
10.626125964336097
usercpu_time_millis_training
10.501475015189499
usercpu_time_millis_training
10.542586969677359
usercpu_time_millis_training
11.377262009773403
usercpu_time_millis_training
9.052403969690204
usercpu_time_millis_training
8.879626984708011
wall_clock_time_millis
14.624595642089844
wall_clock_time_millis
10.88094711303711
wall_clock_time_millis
14.334917068481445
wall_clock_time_millis
11.373758316040039
wall_clock_time_millis
11.181831359863281
wall_clock_time_millis
11.09004020690918
wall_clock_time_millis
11.110782623291016
wall_clock_time_millis
11.919498443603516
wall_clock_time_millis
9.551048278808594
wall_clock_time_millis
9.402751922607422
wall_clock_time_millis_testing
0.5345344543457031
wall_clock_time_millis_testing
0.6017684936523438
wall_clock_time_millis_testing
0.9191036224365234
wall_clock_time_millis_testing
0.6048679351806641
wall_clock_time_millis_testing
0.5559921264648438
wall_clock_time_millis_testing
0.5877017974853516
wall_clock_time_millis_testing
0.568389892578125
wall_clock_time_millis_testing
0.5388259887695312
wall_clock_time_millis_testing
0.49591064453125
wall_clock_time_millis_testing
0.5228519439697266
wall_clock_time_millis_training
14.09006118774414
wall_clock_time_millis_training
10.279178619384766
wall_clock_time_millis_training
13.415813446044922
wall_clock_time_millis_training
10.768890380859375
wall_clock_time_millis_training
10.625839233398438
wall_clock_time_millis_training
10.502338409423828
wall_clock_time_millis_training
10.54239273071289
wall_clock_time_millis_training
11.380672454833984
wall_clock_time_millis_training
9.055137634277344
wall_clock_time_millis_training
8.879899978637695
weighted_recall
0.9459459459459459 [1,0.142857]
weighted_recall
0.9369369369369369 [1,0]
weighted_recall
0.9279279279279279 [1,0]
weighted_recall
0.9279279279279279 [1,0]
weighted_recall
0.9279279279279279 [1,0]
weighted_recall
0.9279279279279279 [1,0]
weighted_recall
0.9369369369369369 [1,0.125]
weighted_recall
0.9279279279279279 [1,0]
weighted_recall
0.9279279279279279 [1,0]
weighted_recall
0.9363636363636364 [1,0]