1931678
2702
OpenML_Bot R
37
Supervised Classification
5971
mlr.classif.xgboost(6)
93524
booster
gblinear
5971
eta
0.677018554105248
5971
subsample
0.60664880592376
5971
lambda
0.684248430333266
5971
alpha
0.00309634653837576
5971
nrounds
1361
5971
verbose
0
5971
openml.seed
1
5971
openml.kind
Mersenne-Twister
5971
openml.normal.kind
Inversion
5971
botV1
mlrRandomBot
sciBenchV1.0
37
diabetes
https://www.openml.org/data/download/37/dataset_37_diabetes.arff
-1
4812791
description
https://api.openml.org/data/download/4812791/description68916dcc0c8.xml
-1
4812792
predictions
https://api.openml.org/data/download/4812792/predictions68915c761b76.arff
area_under_roc_curve
0.8296567164179104 [0.829657,0.829657]
average_cost
0
f_measure
0.7677325863048612 [0.836019,0.640333]
kappa
0.4794546309355901
kb_relative_information_score
254.48883949538163
mean_absolute_error
0.31049622663522314
mean_prior_absolute_error
0.4544913419913401
number_of_instances
768 [500,268]
precision
0.7696127024912235 [0.794595,0.723005]
predictive_accuracy
0.7747395833333333
prior_entropy
0.9334867928309245
recall
0.7747395833333334 [0.882,0.574627]
relative_absolute_error
0.6831730287199603
root_mean_prior_squared_error
0.4766409223329586
root_mean_squared_error
0.39642195080816683
root_relative_squared_error
0.831699361581978
scimark_benchmark
1750.78755933496 [ 899.093113402062, 1247.22006990291, 464.8233004329, 1892.73646209386, 4250.06485084306 ]
total_cost
0
usercpu_time_millis
2.83099999999999
usercpu_time_millis_testing
0.00600000000000023
usercpu_time_millis_training
2.82499999999999
area_under_roc_curve
0.914814814814815 [0.914815,0.914815]
area_under_roc_curve
0.737037037037037 [0.737037,0.737037]
area_under_roc_curve
0.8866666666666667 [0.886667,0.886667]
area_under_roc_curve
0.8318518518518518 [0.831852,0.831852]
area_under_roc_curve
0.8088888888888889 [0.808889,0.808889]
area_under_roc_curve
0.8903703703703705 [0.89037,0.89037]
area_under_roc_curve
0.7948148148148149 [0.794815,0.794815]
area_under_roc_curve
0.8711111111111111 [0.871111,0.871111]
area_under_roc_curve
0.8238461538461539 [0.823846,0.823846]
area_under_roc_curve
0.766923076923077 [0.766923,0.766923]
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
0.8441558441558441 [0.88,0.777778]
f_measure
0.6617669465154054 [0.766355,0.468085]
f_measure
0.7878921078921078 [0.846154,0.68]
f_measure
0.7170686456400742 [0.821429,0.52381]
f_measure
0.7732131813764467 [0.838095,0.653061]
f_measure
0.8304118821585662 [0.871287,0.754717]
f_measure
0.7878921078921078 [0.846154,0.68]
f_measure
0.7937567020135827 [0.862385,0.666667]
f_measure
0.7781321991848308 [0.851852,0.636364]
f_measure
0.6884765104249988 [0.780952,0.510638]
kappa
0.6577777777777777
kappa
0.24182749113824342
kappa
0.5276073619631902
kappa
0.36468646864686466
kappa
0.4936170212765959
kappa
0.6260739633918567
kappa
0.5276073619631902
kappa
0.5367027677496993
kappa
0.4950166112956811
kappa
0.29516129032258054
kb_relative_information_score
33.86177474870315
kb_relative_information_score
17.40076525117358
kb_relative_information_score
27.520782121859316
kb_relative_information_score
23.439859384992683
kb_relative_information_score
24.94499555175015
kb_relative_information_score
29.20196482245946
kb_relative_information_score
25.80669830953128
kb_relative_information_score
28.38028167274929
kb_relative_information_score
25.009836251441044
kb_relative_information_score
18.921881380721473
mean_absolute_error
0.27159859890771376
mean_absolute_error
0.35024895717377785
mean_absolute_error
0.3034529334188185
mean_absolute_error
0.3190678083186655
mean_absolute_error
0.31739784569128765
mean_absolute_error
0.2951883330650918
mean_absolute_error
0.30896701911682045
mean_absolute_error
0.2975030218722759
mean_absolute_error
0.306246456282679
mean_absolute_error
0.33556162534085543
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.4550008433125322
mean_prior_absolute_error
0.45242652084757423
mean_prior_absolute_error
0.45242652084757423
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
77 [50,27]
number_of_instances
76 [50,26]
number_of_instances
76 [50,26]
precision
0.8441558441558441 [0.88,0.777778]
precision
0.6599339257233994 [0.719298,0.55]
precision
0.788276136102223 [0.814815,0.73913]
precision
0.7389191453707582 [0.741935,0.733333]
precision
0.7744982290436836 [0.8,0.727273]
precision
0.8299543593661242 [0.862745,0.769231]
precision
0.788276136102223 [0.814815,0.73913]
precision
0.8094871230464451 [0.79661,0.833333]
precision
0.7878604557370438 [0.793103,0.777778]
precision
0.6859193438140806 [0.745455,0.571429]
predictive_accuracy
0.8441558441558442
predictive_accuracy
0.6753246753246753
predictive_accuracy
0.7922077922077922
predictive_accuracy
0.7402597402597402
predictive_accuracy
0.7792207792207791
predictive_accuracy
0.8311688311688311
predictive_accuracy
0.7922077922077922
predictive_accuracy
0.8051948051948052
predictive_accuracy
0.7894736842105263
predictive_accuracy
0.6973684210526316
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
prior_entropy
0.9334867928309245
recall
0.8441558441558441 [0.88,0.777778]
recall
0.6753246753246753 [0.82,0.407407]
recall
0.7922077922077922 [0.88,0.62963]
recall
0.7402597402597403 [0.92,0.407407]
recall
0.7792207792207793 [0.88,0.592593]
recall
0.8311688311688312 [0.88,0.740741]
recall
0.7922077922077922 [0.88,0.62963]
recall
0.8051948051948052 [0.94,0.555556]
recall
0.7894736842105263 [0.92,0.538462]
recall
0.6973684210526315 [0.82,0.461538]
relative_absolute_error
0.596918891249521
relative_absolute_error
0.7697765011244121
relative_absolute_error
0.6669282878897478
relative_absolute_error
0.7012466306562498
relative_absolute_error
0.6975763899261008
relative_absolute_error
0.6487643647340056
relative_absolute_error
0.679047135094201
relative_absolute_error
0.6538515834528381
relative_absolute_error
0.6768976666287334
relative_absolute_error
0.7416930924213184
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4771750938215478
root_mean_prior_squared_error
0.4744699650121647
root_mean_prior_squared_error
0.4744699650121647
root_mean_squared_error
0.34226845466861894
root_mean_squared_error
0.4556552535359014
root_mean_squared_error
0.3759797633639976
root_mean_squared_error
0.4054387614834094
root_mean_squared_error
0.3963359058239943
root_mean_squared_error
0.3584017134114399
root_mean_squared_error
0.40769423897402735
root_mean_squared_error
0.3778439036368411
root_mean_squared_error
0.39862928599094566
root_mean_squared_error
0.43358550375389615
root_relative_squared_error
0.7172806357672542
root_relative_squared_error
0.9549015852581477
root_relative_squared_error
0.7879283060498651
root_relative_squared_error
0.8496645502521427
root_relative_squared_error
0.8305879978979257
root_relative_squared_error
0.7510905704258605
root_relative_squared_error
0.8543912795383559
root_relative_squared_error
0.7918349229227495
root_relative_squared_error
0.8401570497317473
root_relative_squared_error
0.9138312975043208
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