1861139
903
Philipp Probst
9977
Supervised Classification
5906
mlr.classif.xgboost(4)
37146
eta
0.738196048657971
5906
max_depth
14
5906
min_child_weight
3.10161354572514
5906
subsample
0.982198246452026
5906
colsample_bytree
0.561354363337159
5906
colsample_bylevel
0.868745086016133
5906
lambda
1.48782614251678
5906
alpha
8.19280689264527
5906
nrounds
1728
5906
verbose
0
5906
openml.seed
1
5906
openml.kind
Mersenne-Twister
5906
openml.normal.kind
Inversion
5906
botV1
mlrRandomBot
sciBenchV1.0
1486
nomao
https://www.openml.org/data/download/1592278/phpDYCOet
-1
4671386
description
https://api.openml.org/data/download/4671386/description48404f364155.xml
-1
4671387
predictions
https://api.openml.org/data/download/4671387/predictions484013605c66.arff
area_under_roc_curve
0.995243 [0.995243,0.995243]
average_cost
0
f_measure
0.970879 [0.948944,0.979649]
kappa
0.928593
kb_relative_information_score
31209.617959
mean_absolute_error
0.038498
mean_prior_absolute_error
0.40809
number_of_instances
34465 [9844,24621]
precision
0.970863 [0.951025,0.978795]
predictive_accuracy
0.970898
prior_entropy
0.863016
recall
0.970898 [0.946871,0.980504]
relative_absolute_error
0.094337
root_mean_prior_squared_error
0.451711
root_mean_squared_error
0.148646
root_relative_squared_error
0.329074
total_cost
0
area_under_roc_curve
0.995375 [0.995375,0.995375]
area_under_roc_curve
0.995096 [0.995096,0.995096]
area_under_roc_curve
0.99367 [0.99367,0.99367]
area_under_roc_curve
0.996642 [0.996642,0.996642]
area_under_roc_curve
0.995332 [0.995332,0.995332]
area_under_roc_curve
0.995463 [0.995463,0.995463]
area_under_roc_curve
0.994993 [0.994993,0.994993]
area_under_roc_curve
0.996033 [0.996033,0.996033]
area_under_roc_curve
0.995173 [0.995173,0.995173]
area_under_roc_curve
0.994895 [0.994895,0.994895]
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
0.970954 [0.94898,0.979732]
f_measure
0.970142 [0.947848,0.979061]
f_measure
0.967528 [0.943262,0.977236]
f_measure
0.974749 [0.95577,0.982342]
f_measure
0.969829 [0.947208,0.978879]
f_measure
0.970641 [0.94839,0.979534]
f_measure
0.96902 [0.946041,0.978203]
f_measure
0.972654 [0.951844,0.980972]
f_measure
0.972436 [0.951752,0.980703]
f_measure
0.970844 [0.9484,0.979814]
kappa
0.928713
kappa
0.926909
kappa
0.920498
kappa
0.938112
kappa
0.926087
kappa
0.927925
kappa
0.924246
kappa
0.932818
kappa
0.932455
kappa
0.928221
kb_relative_information_score
3121.774915
kb_relative_information_score
3114.541269
kb_relative_information_score
3083.579223
kb_relative_information_score
3149.851754
kb_relative_information_score
3112.053296
kb_relative_information_score
3120.604647
kb_relative_information_score
3102.060526
kb_relative_information_score
3145.621357
kb_relative_information_score
3124.847362
kb_relative_information_score
3134.683611
mean_absolute_error
0.038548
mean_absolute_error
0.039443
mean_absolute_error
0.042671
mean_absolute_error
0.036226
mean_absolute_error
0.039622
mean_absolute_error
0.038274
mean_absolute_error
0.040127
mean_absolute_error
0.035348
mean_absolute_error
0.037813
mean_absolute_error
0.036907
mean_prior_absolute_error
0.408023
mean_prior_absolute_error
0.408147
mean_prior_absolute_error
0.408147
mean_prior_absolute_error
0.408147
mean_prior_absolute_error
0.408147
mean_prior_absolute_error
0.408058
mean_prior_absolute_error
0.408058
mean_prior_absolute_error
0.408058
mean_prior_absolute_error
0.408058
mean_prior_absolute_error
0.408058
number_of_instances
3447 [984,2463]
number_of_instances
3447 [985,2462]
number_of_instances
3447 [985,2462]
number_of_instances
3447 [985,2462]
number_of_instances
3447 [985,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
precision
0.970931 [0.952869,0.978146]
precision
0.970169 [0.945455,0.980057]
precision
0.967551 [0.941355,0.978031]
precision
0.974739 [0.95723,0.981744]
precision
0.969829 [0.947208,0.978879]
precision
0.970615 [0.953751,0.977355]
precision
0.969133 [0.938939,0.981201]
precision
0.972638 [0.959711,0.977805]
precision
0.97244 [0.951269,0.980902]
precision
0.970889 [0.963312,0.973917]
predictive_accuracy
0.970989
predictive_accuracy
0.970119
predictive_accuracy
0.967508
predictive_accuracy
0.974761
predictive_accuracy
0.969829
predictive_accuracy
0.970691
predictive_accuracy
0.96895
predictive_accuracy
0.972722
predictive_accuracy
0.972432
predictive_accuracy
0.970981
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
recall
0.970989 [0.945122,0.981324]
recall
0.970119 [0.950254,0.978067]
recall
0.967508 [0.945178,0.976442]
recall
0.974761 [0.954315,0.982941]
recall
0.969829 [0.947208,0.978879]
recall
0.970691 [0.943089,0.981722]
recall
0.96895 [0.953252,0.975223]
recall
0.972722 [0.944106,0.984159]
recall
0.972432 [0.952236,0.980504]
recall
0.970981 [0.933943,0.985784]
relative_absolute_error
0.094475
relative_absolute_error
0.09664
relative_absolute_error
0.104549
relative_absolute_error
0.088756
relative_absolute_error
0.097078
relative_absolute_error
0.093796
relative_absolute_error
0.098336
relative_absolute_error
0.086625
relative_absolute_error
0.092666
relative_absolute_error
0.090446
root_mean_prior_squared_error
0.451636
root_mean_prior_squared_error
0.451774
root_mean_prior_squared_error
0.451774
root_mean_prior_squared_error
0.451774
root_mean_prior_squared_error
0.451774
root_mean_prior_squared_error
0.451675
root_mean_prior_squared_error
0.451675
root_mean_prior_squared_error
0.451675
root_mean_prior_squared_error
0.451675
root_mean_prior_squared_error
0.451675
root_mean_squared_error
0.151327
root_mean_squared_error
0.151182
root_mean_squared_error
0.159241
root_mean_squared_error
0.137937
root_mean_squared_error
0.152025
root_mean_squared_error
0.147861
root_mean_squared_error
0.15335
root_mean_squared_error
0.140969
root_mean_squared_error
0.147332
root_mean_squared_error
0.144037
root_relative_squared_error
0.335064
root_relative_squared_error
0.334642
root_relative_squared_error
0.352479
root_relative_squared_error
0.305323
root_relative_squared_error
0.336506
root_relative_squared_error
0.327361
root_relative_squared_error
0.339515
root_relative_squared_error
0.312102
root_relative_squared_error
0.326191
root_relative_squared_error
0.318896
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