10531546
8323
Heinrich Peters
9952
Supervised Classification
18601
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,logisticregression=sklearn.linear_model.logistic.LogisticRegression)(2)
8275614
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"median"
12737
verbose
0
12737
C
1.0
13106
class_weight
null
13106
dual
false
13106
fit_intercept
true
13106
intercept_scaling
1
13106
l1_ratio
null
13106
max_iter
100
13106
multi_class
"warn"
13106
n_jobs
null
13106
penalty
"l2"
13106
random_state
1
13106
solver
"liblinear"
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.
1489
phoneme
https://www.openml.org/data/download/1592281/php8Mz7BG
-1
21988047
description
https://api.openml.org/data/download/21988047/description.xml
-1
21988048
predictions
https://api.openml.org/data/download/21988048/predictions.arff
area_under_roc_curve
0.8123356411555538 [0.812336,0.812336]
average_cost
0
f_measure
0.739991064939099 [0.830576,0.521924]
kappa
0.35587762129009815
kb_relative_information_score
0.23707987888212925
mean_absolute_error
0.31229103246786516
mean_prior_absolute_error
0.4147357447231523
weighted_recall
0.7498149518874907 [0.867994,0.465322]
number_of_instances
5404 [3818,1586]
precision
0.736953215619387 [0.796252,0.594203]
predictive_accuracy
0.7498149518874908
prior_entropy
0.8731822780289229
relative_absolute_error
0.7529879843762397
root_mean_prior_squared_error
0.4553593089081206
root_mean_squared_error
0.3974439242019042
root_relative_squared_error
0.8728138778032489
total_cost
0
unweighted_recall
0.6666576388342998 [0.867994,0.465322]
area_under_roc_curve
0.7915308373670519 [0.791531,0.791531]
area_under_roc_curve
0.8264183871711285 [0.826418,0.826418]
area_under_roc_curve
0.7817511277947907 [0.781751,0.781751]
area_under_roc_curve
0.82184135137805 [0.821841,0.821841]
area_under_roc_curve
0.8042779508251043 [0.804278,0.804278]
area_under_roc_curve
0.7965073894890318 [0.796507,0.796507]
area_under_roc_curve
0.8538007820266419 [0.853801,0.853801]
area_under_roc_curve
0.8134071177679103 [0.813407,0.813407]
area_under_roc_curve
0.810412849337229 [0.810413,0.810413]
area_under_roc_curve
0.8281087505571237 [0.828109,0.828109]
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
0.7418505262572045 [0.830189,0.529617]
f_measure
0.7590261474677471 [0.836317,0.573333]
f_measure
0.7081573212214575 [0.811955,0.458781]
f_measure
0.7615785543701956 [0.842371,0.567474]
f_measure
0.7407709077957916 [0.832918,0.517986]
f_measure
0.7342943815554772 [0.824716,0.515679]
f_measure
0.7514659239430861 [0.838548,0.540925]
f_measure
0.7251863288919388 [0.827586,0.477612]
f_measure
0.738451254708598 [0.829146,0.521127]
f_measure
0.7371315640880858 [0.832298,0.509091]
kappa
0.36249050740640504
kappa
0.41046466091161404
kappa
0.2756541554722068
kappa
0.4120025389317357
kappa
0.35508021390374334
kappa
0.34282412271485596
kappa
0.3828407399532212
kappa
0.31247726445980345
kappa
0.35357803010298383
kappa
0.34684442533060955
kb_relative_information_score
0.21687967982571227
kb_relative_information_score
0.24412633759844254
kb_relative_information_score
0.20808840209278184
kb_relative_information_score
0.25616621912284854
kb_relative_information_score
0.2226738874434666
kb_relative_information_score
0.20731550936506055
kb_relative_information_score
0.2820860572781495
kb_relative_information_score
0.24502540022309055
kb_relative_information_score
0.2263454648643134
kb_relative_information_score
0.2621398767903753
mean_absolute_error
0.31956820900897803
mean_absolute_error
0.31180227484949874
mean_absolute_error
0.3213743398681955
mean_absolute_error
0.30532826439611493
mean_absolute_error
0.3191241756136716
mean_absolute_error
0.3223828686913241
mean_absolute_error
0.29751285161405117
mean_absolute_error
0.30700185852448253
mean_absolute_error
0.3149517566672962
mean_absolute_error
0.30384722737421704
mean_prior_absolute_error
0.4149066245966177
mean_prior_absolute_error
0.4149066245966177
mean_prior_absolute_error
0.4149066245966177
mean_prior_absolute_error
0.4149066245966177
mean_prior_absolute_error
0.41436675299050424
mean_prior_absolute_error
0.41436675299050424
mean_prior_absolute_error
0.41436675299050424
mean_prior_absolute_error
0.41436675299050424
mean_prior_absolute_error
0.415131335553089
mean_prior_absolute_error
0.415131335553089
number_of_instances
541 [382,159]
number_of_instances
541 [382,159]
number_of_instances
541 [382,159]
number_of_instances
541 [382,159]
number_of_instances
540 [382,158]
number_of_instances
540 [382,158]
number_of_instances
540 [382,158]
number_of_instances
540 [382,158]
number_of_instances
540 [381,159]
number_of_instances
540 [381,159]
precision
0.7386992129631702 [0.799031,0.59375]
precision
0.7564948676603611 [0.8175,0.609929]
precision
0.7035128929008918 [0.774347,0.533333]
precision
0.759196668607465 [0.812652,0.630769]
precision
0.7381128747795415 [0.795238,0.6]
precision
0.7306716040999978 [0.79562,0.573643]
precision
0.7490898338239977 [0.803357,0.617886]
precision
0.7230005481168272 [0.781395,0.581818]
precision
0.7353552878179384 [0.795181,0.592]
precision
0.7351374430709173 [0.790094,0.603448]
predictive_accuracy
0.7504621072088724
predictive_accuracy
0.7634011090573013
predictive_accuracy
0.7208872458410351
predictive_accuracy
0.7689463955637709
predictive_accuracy
0.7518518518518519
predictive_accuracy
0.7425925925925925
predictive_accuracy
0.7611111111111112
predictive_accuracy
0.7407407407407408
predictive_accuracy
0.7481481481481481
predictive_accuracy
0.75
prior_entropy
0.8737066175945942
prior_entropy
0.8737066175945942
prior_entropy
0.8737066175945942
prior_entropy
0.8737066175945942
prior_entropy
0.8720500383981036
prior_entropy
0.8720500383981036
prior_entropy
0.8720500383981036
prior_entropy
0.8720500383981036
prior_entropy
0.8743961361606727
prior_entropy
0.8743961361606727
relative_absolute_error
0.7702171767434902
relative_absolute_error
0.751499870971307
relative_absolute_error
0.7745702787480038
relative_absolute_error
0.7358963349716637
relative_absolute_error
0.770149084863922
relative_absolute_error
0.7780133574054189
relative_absolute_error
0.7179940221238481
relative_absolute_error
0.7408940420746495
relative_absolute_error
0.7586797952693182
relative_absolute_error
0.7319303587848757
root_mean_prior_squared_error
0.45554690217666205
root_mean_prior_squared_error
0.45554690217666205
root_mean_prior_squared_error
0.45554690217666205
root_mean_prior_squared_error
0.45554690217666205
root_mean_prior_squared_error
0.454953963029931
root_mean_prior_squared_error
0.454953963029931
root_mean_prior_squared_error
0.454953963029931
root_mean_prior_squared_error
0.454953963029931
root_mean_prior_squared_error
0.45579347410776366
root_mean_prior_squared_error
0.45579347410776366
root_mean_squared_error
0.40450217772319136
root_mean_squared_error
0.3920853032938553
root_mean_squared_error
0.41151995458046037
root_mean_squared_error
0.39295574486262985
root_mean_squared_error
0.40123957209465083
root_mean_squared_error
0.40371565830959644
root_mean_squared_error
0.37595301123206715
root_mean_squared_error
0.3988755452634802
root_mean_squared_error
0.4006782741708527
root_mean_squared_error
0.391814755901834
root_relative_squared_error
0.8879484764146734
root_relative_squared_error
0.8606914050351808
root_relative_squared_error
0.903353645067423
root_relative_squared_error
0.8626021667253941
root_relative_squared_error
0.8819344476580668
root_relative_squared_error
0.8873769460560483
root_relative_squared_error
0.8263539649776247
root_relative_squared_error
0.8767382585416418
root_relative_squared_error
0.8790785672287181
root_relative_squared_error
0.8596322197653863
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
0.6709308834666929 [0.863874,0.477987]
unweighted_recall
0.6984507227765155 [0.856021,0.540881]
unweighted_recall
0.6279594323158484 [0.853403,0.402516]
unweighted_recall
0.6950344100892357 [0.874346,0.515723]
unweighted_recall
0.6650208761349328 [0.874346,0.455696]
unweighted_recall
0.6621876863940619 [0.856021,0.468354]
unweighted_recall
0.6789880045065941 [0.876963,0.481013]
unweighted_recall
0.6423222214858506 [0.879581,0.405063]
unweighted_recall
0.6657752686574556 [0.866142,0.465409]
unweighted_recall
0.6597583320952806 [0.879265,0.440252]
usercpu_time_millis
19.60781597881578
usercpu_time_millis
17.71917601581663
usercpu_time_millis
16.992315999232233
usercpu_time_millis
17.009625036735088
usercpu_time_millis
17.08282800973393
usercpu_time_millis
16.069180011982098
usercpu_time_millis
15.453637985046953
usercpu_time_millis
15.233890997478738
usercpu_time_millis
15.31265102676116
usercpu_time_millis
15.394947986351326
usercpu_time_millis_testing
0.7986239797901362
usercpu_time_millis_testing
0.8408470021095127
usercpu_time_millis_testing
0.8167210035026073
usercpu_time_millis_testing
0.8393980097025633
usercpu_time_millis_testing
0.8038980013225228
usercpu_time_millis_testing
0.7565070118289441
usercpu_time_millis_testing
0.7798709848430008
usercpu_time_millis_testing
0.7518269994761795
usercpu_time_millis_testing
0.7758790161460638
usercpu_time_millis_testing
0.7841929909773171
usercpu_time_millis_training
18.809191999025643
usercpu_time_millis_training
16.878329013707116
usercpu_time_millis_training
16.175594995729625
usercpu_time_millis_training
16.170227027032524
usercpu_time_millis_training
16.278930008411407
usercpu_time_millis_training
15.312673000153154
usercpu_time_millis_training
14.673767000203952
usercpu_time_millis_training
14.482063998002559
usercpu_time_millis_training
14.536772010615095
usercpu_time_millis_training
14.610754995374009
wall_clock_time_millis
19.61493492126465
wall_clock_time_millis
17.733335494995117
wall_clock_time_millis
17.00758934020996
wall_clock_time_millis
17.022371292114258
wall_clock_time_millis
17.096519470214844
wall_clock_time_millis
16.075611114501953
wall_clock_time_millis
15.462398529052734
wall_clock_time_millis
15.245199203491211
wall_clock_time_millis
15.334606170654297
wall_clock_time_millis
15.404701232910156
wall_clock_time_millis_testing
0.8046627044677734
wall_clock_time_millis_testing
0.8492469787597656
wall_clock_time_millis_testing
0.8261203765869141
wall_clock_time_millis_testing
0.8482933044433594
wall_clock_time_millis_testing
0.8120536804199219
wall_clock_time_millis_testing
0.7638931274414062
wall_clock_time_millis_testing
0.7870197296142578
wall_clock_time_millis_testing
0.7593631744384766
wall_clock_time_millis_testing
0.7834434509277344
wall_clock_time_millis_testing
0.7922649383544922
wall_clock_time_millis_training
18.810272216796875
wall_clock_time_millis_training
16.88408851623535
wall_clock_time_millis_training
16.181468963623047
wall_clock_time_millis_training
16.1740779876709
wall_clock_time_millis_training
16.284465789794922
wall_clock_time_millis_training
15.311717987060547
wall_clock_time_millis_training
14.675378799438477
wall_clock_time_millis_training
14.485836029052734
wall_clock_time_millis_training
14.551162719726562
wall_clock_time_millis_training
14.612436294555664
weighted_recall
0.7504621072088724 [0.863874,0.477987]
weighted_recall
0.7634011090573013 [0.856021,0.540881]
weighted_recall
0.7208872458410351 [0.853403,0.402516]
weighted_recall
0.7689463955637708 [0.874346,0.515723]
weighted_recall
0.7518518518518519 [0.874346,0.455696]
weighted_recall
0.7425925925925926 [0.856021,0.468354]
weighted_recall
0.7611111111111111 [0.876963,0.481013]
weighted_recall
0.7407407407407407 [0.879581,0.405063]
weighted_recall
0.7481481481481481 [0.866142,0.465409]
weighted_recall
0.75 [0.879265,0.440252]