1861128
903
Philipp Probst
9977
Supervised Classification
5906
mlr.classif.xgboost(4)
37135
booster
gblinear
5906
eta
0.158961389933598
5906
subsample
0.96207850377541
5906
lambda
801.922169999123
5906
alpha
0.0013314126282272
5906
nrounds
1486
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
4671364
description
https://api.openml.org/data/download/4671364/description724220a3edd5.xml
-1
4671365
predictions
https://api.openml.org/data/download/4671365/predictions724275728db6.arff
area_under_roc_curve
0.977768 [0.977768,0.977768]
average_cost
0
f_measure
0.9282 [0.870969,0.951081]
kappa
0.822153
kb_relative_information_score
21996.081502
mean_absolute_error
0.16071
mean_prior_absolute_error
0.40809
number_of_instances
34465 [9844,24621]
precision
0.928396 [0.906315,0.937224]
predictive_accuracy
0.929058
prior_entropy
0.863016
recall
0.929058 [0.838277,0.965355]
relative_absolute_error
0.393809
root_mean_prior_squared_error
0.451711
root_mean_squared_error
0.243833
root_relative_squared_error
0.539799
total_cost
0
area_under_roc_curve
0.975603 [0.975603,0.975603]
area_under_roc_curve
0.979729 [0.979729,0.979729]
area_under_roc_curve
0.976396 [0.976396,0.976396]
area_under_roc_curve
0.97781 [0.97781,0.97781]
area_under_roc_curve
0.976302 [0.976302,0.976302]
area_under_roc_curve
0.978722 [0.978722,0.978722]
area_under_roc_curve
0.976278 [0.976278,0.976278]
area_under_roc_curve
0.981539 [0.981539,0.981539]
area_under_roc_curve
0.978549 [0.978549,0.978549]
area_under_roc_curve
0.977064 [0.977064,0.977064]
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
0.92828 [0.870763,0.951258]
f_measure
0.931833 [0.877378,0.953619]
f_measure
0.921282 [0.858501,0.9464]
f_measure
0.931056 [0.877466,0.952496]
f_measure
0.924376 [0.864638,0.948276]
f_measure
0.927006 [0.868225,0.950499]
f_measure
0.925626 [0.867155,0.948996]
f_measure
0.934322 [0.882353,0.955092]
f_measure
0.931601 [0.877174,0.953353]
f_measure
0.926552 [0.865801,0.950833]
kappa
0.822142
kappa
0.831106
kappa
0.805019
kappa
0.829997
kappa
0.812994
kappa
0.818866
kappa
0.816211
kappa
0.837515
kappa
0.830618
kappa
0.816916
kb_relative_information_score
2172.187037
kb_relative_information_score
2218.099631
kb_relative_information_score
2167.146042
kb_relative_information_score
2189.966667
kb_relative_information_score
2195.725174
kb_relative_information_score
2214.774052
kb_relative_information_score
2169.592424
kb_relative_information_score
2268.897461
kb_relative_information_score
2213.579876
kb_relative_information_score
2186.113136
mean_absolute_error
0.163871
mean_absolute_error
0.159049
mean_absolute_error
0.163836
mean_absolute_error
0.1624
mean_absolute_error
0.160368
mean_absolute_error
0.158548
mean_absolute_error
0.163739
mean_absolute_error
0.153547
mean_absolute_error
0.160032
mean_absolute_error
0.161706
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
0.928587 [0.909292,0.936296]
precision
0.932155 [0.915105,0.938976]
precision
0.921417 [0.894389,0.93223]
precision
0.930946 [0.897981,0.944134]
precision
0.92438 [0.89468,0.936263]
precision
0.927417 [0.9098,0.934458]
precision
0.925558 [0.893319,0.938443]
precision
0.934441 [0.913043,0.942993]
precision
0.931794 [0.911281,0.939992]
precision
0.927935 [0.925926,0.928737]
predictive_accuracy
0.929214
predictive_accuracy
0.932695
predictive_accuracy
0.922251
predictive_accuracy
0.931535
predictive_accuracy
0.925152
predictive_accuracy
0.928033
predictive_accuracy
0.926291
predictive_accuracy
0.934997
predictive_accuracy
0.932385
predictive_accuracy
0.928033
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
0.929214 [0.835366,0.966707]
recall
0.932695 [0.84264,0.968725]
recall
0.922251 [0.825381,0.961007]
recall
0.931535 [0.857868,0.961007]
recall
0.925152 [0.836548,0.960601]
recall
0.928033 [0.830285,0.9671]
recall
0.926291 [0.84248,0.959789]
recall
0.934997 [0.853659,0.967506]
recall
0.932385 [0.845528,0.9671]
recall
0.928033 [0.813008,0.974005]
relative_absolute_error
0.401623
relative_absolute_error
0.389686
relative_absolute_error
0.401414
relative_absolute_error
0.397895
relative_absolute_error
0.392918
relative_absolute_error
0.388543
relative_absolute_error
0.401263
relative_absolute_error
0.376286
relative_absolute_error
0.392179
relative_absolute_error
0.396283
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
0.248179
root_mean_squared_error
0.240303
root_mean_squared_error
0.248368
root_mean_squared_error
0.244186
root_mean_squared_error
0.24554
root_mean_squared_error
0.242026
root_mean_squared_error
0.245685
root_mean_squared_error
0.234421
root_mean_squared_error
0.241409
root_mean_squared_error
0.24786
root_relative_squared_error
0.549511
root_relative_squared_error
0.531909
root_relative_squared_error
0.549763
root_relative_squared_error
0.540505
root_relative_squared_error
0.543502
root_relative_squared_error
0.53584
root_relative_squared_error
0.543941
root_relative_squared_error
0.519002
root_relative_squared_error
0.534476
root_relative_squared_error
0.548758
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