1931667
2702
OpenML_Bot R
37
Supervised Classification
5971
mlr.classif.xgboost(6)
93513
booster
gblinear
5971
eta
0.197688496763946
5971
subsample
0.601702412893064
5971
lambda
0.00231064000482619
5971
alpha
0.0333038843478725
5971
nrounds
4927
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
4812769
description
https://api.openml.org/data/download/4812769/description278f399233c6.xml
-1
4812770
predictions
https://api.openml.org/data/download/4812770/predictions278f32f417ef.arff
area_under_roc_curve
0.8299925373134327 [0.829993,0.829993]
average_cost
0
f_measure
0.7692333559042677 [0.836812,0.643154]
kappa
0.48293355044779857
kb_relative_information_score
255.10407711795943
mean_absolute_error
0.31013219851441437
mean_prior_absolute_error
0.4544913419913401
number_of_instances
768 [500,268]
precision
0.7709981640181293 [0.796029,0.724299]
predictive_accuracy
0.7760416666666667
prior_entropy
0.9334867928309245
recall
0.7760416666666666 [0.882,0.578358]
relative_absolute_error
0.6823720715021314
root_mean_prior_squared_error
0.4766409223329586
root_mean_squared_error
0.3963150924342572
root_relative_squared_error
0.8314751710668485
scimark_benchmark
1887.45741906141 [ 961.014126721763, 1328.93448827586, 494.811900460829, 2024.27799227799, 4628.24858757062 ]
total_cost
0
usercpu_time_millis
8.42499999999999
usercpu_time_millis_testing
0.00700000000000145
usercpu_time_millis_training
8.41799999999999
area_under_roc_curve
0.9155555555555555 [0.915556,0.915556]
area_under_roc_curve
0.737037037037037 [0.737037,0.737037]
area_under_roc_curve
0.8851851851851852 [0.885185,0.885185]
area_under_roc_curve
0.8333333333333334 [0.833333,0.833333]
area_under_roc_curve
0.8118518518518517 [0.811852,0.811852]
area_under_roc_curve
0.8911111111111112 [0.891111,0.891111]
area_under_roc_curve
0.7985185185185185 [0.798519,0.798519]
area_under_roc_curve
0.8725925925925925 [0.872593,0.872593]
area_under_roc_curve
0.8261538461538462 [0.826154,0.826154]
area_under_roc_curve
0.7676923076923078 [0.767692,0.767692]
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
0.7339118036792455 [0.828829,0.55814]
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
0.4021250510829588
kappa
0.4936170212765959
kappa
0.6260739633918567
kappa
0.5276073619631902
kappa
0.5367027677496993
kappa
0.4950166112956811
kappa
0.29516129032258054
kb_relative_information_score
33.95005090152465
kb_relative_information_score
17.493700494128976
kb_relative_information_score
27.568341646502976
kb_relative_information_score
23.4347640038866
kb_relative_information_score
25.01705140004809
kb_relative_information_score
29.218514100292097
kb_relative_information_score
25.95374259669895
kb_relative_information_score
28.449574318962277
kb_relative_information_score
25.074992410923475
kb_relative_information_score
18.94334524499126
mean_absolute_error
0.27110042406076734
mean_absolute_error
0.3498808134879385
mean_absolute_error
0.30311751171535295
mean_absolute_error
0.31901948510475653
mean_absolute_error
0.316892826010461
mean_absolute_error
0.29503638599696874
mean_absolute_error
0.3080860093574632
mean_absolute_error
0.29720497538952473
mean_absolute_error
0.3058531880439994
mean_absolute_error
0.33540298646364947
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
0.7526612731530764 [0.754098,0.75]
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
0.7532467532467533
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
0.7532467532467533 [0.92,0.444444]
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
0.5958240035053147
relative_absolute_error
0.768967395622191
relative_absolute_error
0.6661910986990123
relative_absolute_error
0.7011404259873593
relative_absolute_error
0.6964664586188312
relative_absolute_error
0.6484304157526876
relative_absolute_error
0.6771108534975709
relative_absolute_error
0.653196537452085
relative_absolute_error
0.6760284243969941
relative_absolute_error
0.7413424523286273
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
0.34208703863927575
root_mean_squared_error
0.4558422587223668
root_mean_squared_error
0.3758549638506293
root_mean_squared_error
0.40558922240307194
root_mean_squared_error
0.3959284100551108
root_mean_squared_error
0.3584998049698232
root_mean_squared_error
0.40711761615538516
root_mean_squared_error
0.377897022325173
root_mean_squared_error
0.39815131635187084
root_mean_squared_error
0.43374752546813716
root_relative_squared_error
0.7169004482182975
root_relative_squared_error
0.9552934858181031
root_relative_squared_error
0.7876667678535421
root_relative_squared_error
0.8499798662055751
root_relative_squared_error
0.8297340225455662
root_relative_squared_error
0.7512961376477324
root_relative_squared_error
0.8531828702435117
root_relative_squared_error
0.7919462419941339
root_relative_squared_error
0.8391496737663107
root_relative_squared_error
0.9141727768943531
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