10228053
3229
Test Test
14951
Supervised Classification
9681
sklearn.neighbors.classification.KNeighborsClassifier(37)
8086154
algorithm
"auto"
9681
leaf_size
30
9681
metric
"minkowski"
9681
metric_params
null
9681
n_jobs
null
9681
n_neighbors
5
9681
p
2
9681
weights
"uniform"
9681
openml-python
Sklearn_0.20.3.
1471
eeg-eye-state
https://www.openml.org/data/download/1587924/phplE7q6h
-1
21377082
description
https://api.openml.org/data/download/21377082/description.xml
-1
21377081
predictions
https://api.openml.org/data/download/21377081/predictions.arff
area_under_roc_curve
0.9946795106360338 [0.99468,0.99468]
average_cost
0
f_measure
0.9690165795877647 [0.971971,0.965389]
kappa
0.9373596042950169
kb_relative_information_score
13353.230294081779
mean_absolute_error
0.057890520694259956
mean_prior_absolute_error
0.4947574918117115
number_of_instances
14980 [8257,6723]
precision
0.9690217627325892 [0.969628,0.968278]
predictive_accuracy
0.9690253671562082
prior_entropy
0.9924243999391255
recall
0.9690253671562082 [0.974325,0.962517]
relative_absolute_error
0.11700787083036468
root_mean_prior_squared_error
0.4973714869043071
root_mean_squared_error
0.15896863853409599
root_relative_squared_error
0.3196175147142705
total_cost
0
area_under_roc_curve
0.9939962743572005 [0.993996,0.993996]
area_under_roc_curve
0.9948267972443214 [0.994827,0.994827]
area_under_roc_curve
0.995836576155886 [0.995837,0.995837]
area_under_roc_curve
0.9941304911795227 [0.99413,0.99413]
area_under_roc_curve
0.993057657384988 [0.993058,0.993058]
area_under_roc_curve
0.9972724259195204 [0.997272,0.997272]
area_under_roc_curve
0.9962644485760406 [0.996264,0.996264]
area_under_roc_curve
0.994758881534513 [0.994759,0.994759]
area_under_roc_curve
0.9937691926696385 [0.993769,0.993769]
area_under_roc_curve
0.9934125804853888 [0.993413,0.993413]
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
0.9659373077992695 [0.969259,0.961855]
f_measure
0.9666437815485527 [0.969549,0.963072]
f_measure
0.9685889323685863 [0.971806,0.964635]
f_measure
0.9712715577526514 [0.974143,0.967742]
f_measure
0.9726033609249799 [0.975375,0.969196]
f_measure
0.9713119113173859 [0.973828,0.968219]
f_measure
0.9645960857907119 [0.968092,0.9603]
f_measure
0.9666310552287318 [0.969623,0.962963]
f_measure
0.9712970114757821 [0.973924,0.968077]
f_measure
0.9712763080956482 [0.974081,0.967838]
kappa
0.9311150102879361
kappa
0.9326247386847343
kappa
0.93644715724558
kappa
0.9418882222923902
kappa
0.9445756951726403
kappa
0.9420492474337174
kappa
0.9283937522885969
kappa
0.9325867776479717
kappa
0.9420008247779132
kappa
0.941921336745164
kb_relative_information_score
1334.3121327825713
kb_relative_information_score
1330.6754812850309
kb_relative_information_score
1337.6465799232265
kb_relative_information_score
1328.7911229055858
kb_relative_information_score
1338.656281873462
kb_relative_information_score
1347.3559021021513
kb_relative_information_score
1331.5993950670256
kb_relative_information_score
1323.0013245506652
kb_relative_information_score
1339.0679293944368
kb_relative_information_score
1342.124144195558
mean_absolute_error
0.057943925233645006
mean_absolute_error
0.059145527369826575
mean_absolute_error
0.05674232309746337
mean_absolute_error
0.060480640854472814
mean_absolute_error
0.0571428571428573
mean_absolute_error
0.05380507343124182
mean_absolute_error
0.05887850467289737
mean_absolute_error
0.06234979973297749
mean_absolute_error
0.05687583444592804
mean_absolute_error
0.05554072096128181
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.49480533738838384
mean_prior_absolute_error
0.49480533738838384
mean_prior_absolute_error
0.49480533738838384
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [825,673]
number_of_instances
1498 [825,673]
number_of_instances
1498 [825,673]
precision
0.9659626959490142 [0.965186,0.966917]
precision
0.9667521926960825 [0.97549,0.956012]
precision
0.9687500777002136 [0.963139,0.975647]
precision
0.9713541892337506 [0.967742,0.975794]
precision
0.972725086221939 [0.967819,0.978756]
precision
0.9713994271248103 [0.979192,0.961821]
precision
0.9646431837133447 [0.962874,0.966817]
precision
0.9666538510421588 [0.971985,0.960118]
precision
0.9712998367908288 [0.974515,0.967359]
precision
0.9713285406227112 [0.968825,0.974398]
predictive_accuracy
0.9659546061415221
predictive_accuracy
0.9666221628838452
predictive_accuracy
0.9686248331108145
predictive_accuracy
0.9712950600801068
predictive_accuracy
0.972630173564753
predictive_accuracy
0.9712950600801068
predictive_accuracy
0.9646194926568757
predictive_accuracy
0.9666221628838452
predictive_accuracy
0.9712950600801068
predictive_accuracy
0.9712950600801068
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
recall
0.9659546061415221 [0.973366,0.956845]
recall
0.9666221628838452 [0.96368,0.970238]
recall
0.9686248331108144 [0.98063,0.953869]
recall
0.9712950600801068 [0.98063,0.959821]
recall
0.972630173564753 [0.983051,0.959821]
recall
0.9712950600801068 [0.968523,0.974702]
recall
0.9646194926568759 [0.973366,0.953869]
recall
0.9666221628838452 [0.967273,0.965825]
recall
0.9712950600801068 [0.973333,0.968796]
recall
0.9712950600801068 [0.979394,0.961367]
relative_absolute_error
0.117120665742029
relative_absolute_error
0.11954943530810792
relative_absolute_error
0.11469189617594994
relative_absolute_error
0.12224806815930683
relative_absolute_error
0.11550148603130975
relative_absolute_error
0.1087549039033127
relative_absolute_error
0.11900970873786823
relative_absolute_error
0.12600874530186754
relative_absolute_error
0.11494587901198187
relative_absolute_error
0.11224761894127802
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4974195830102464
root_mean_prior_squared_error
0.4974195830102464
root_mean_prior_squared_error
0.4974195830102464
root_mean_squared_error
0.1617659553152805
root_mean_squared_error
0.16283535796955567
root_mean_squared_error
0.1571610621813003
root_mean_squared_error
0.16201336706625197
root_mean_squared_error
0.15724599115922622
root_mean_squared_error
0.14931977495828
root_mean_squared_error
0.1590190221300547
root_mean_squared_error
0.16348997511351182
root_mean_squared_error
0.15758524935544932
root_mean_squared_error
0.1587669442614554
root_relative_squared_error
0.32525519535907965
root_relative_squared_error
0.32740539296126286
root_relative_squared_error
0.3159963533921078
root_relative_squared_error
0.32575265452618013
root_relative_squared_error
0.31616711609216486
root_relative_squared_error
0.30023024610074744
root_relative_squared_error
0.319732066045142
root_relative_squared_error
0.32867619349466604
root_relative_squared_error
0.316805479192811
root_relative_squared_error
0.3191811293408304
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
370.89633599998706
usercpu_time_millis
394.29781399999797
usercpu_time_millis
371.36293700000067
usercpu_time_millis
402.2356039999977
usercpu_time_millis
392.52543899999637
usercpu_time_millis
380.6587430000121
usercpu_time_millis
397.0459749999975
usercpu_time_millis
381.3148679999898
usercpu_time_millis
382.8660449999859
usercpu_time_millis
404.187716999985
usercpu_time_millis_testing
352.90457299998934
usercpu_time_millis_testing
374.42442799999753
usercpu_time_millis_testing
352.75538300000164
usercpu_time_millis_testing
382.50014599999815
usercpu_time_millis_testing
373.36007000000393
usercpu_time_millis_testing
358.7116280000089
usercpu_time_millis_testing
378.48657300000355
usercpu_time_millis_testing
361.63726299999155
usercpu_time_millis_testing
364.11891599999535
usercpu_time_millis_testing
384.77348499999664
usercpu_time_millis_training
17.991762999997718
usercpu_time_millis_training
19.873386000000437
usercpu_time_millis_training
18.607553999999027
usercpu_time_millis_training
19.73545799999954
usercpu_time_millis_training
19.165368999992438
usercpu_time_millis_training
21.947115000003237
usercpu_time_millis_training
18.559401999993952
usercpu_time_millis_training
19.677604999998266
usercpu_time_millis_training
18.747128999990537
usercpu_time_millis_training
19.414231999988374