7833327
2702
OpenML_Bot R
10101
Supervised Classification
6767
mlr.classif.xgboost(9)
5865017
booster
gblinear
6767
eta
0.00418202783902557
6767
subsample
0.758267986006103
6767
lambda
0.0216958137416223
6767
alpha
0.00190333027283538
6767
nthread
1
6767
nrounds
3941
6767
verbose
0
6767
openml.seed
1
6767
openml.kind
Mersenne-Twister
6767
openml.normal.kind
Inversion
6767
AzureBot13
botV1
mlrRandomBot
sciBenchV1.0
1464
blood-transfusion-service-center
https://www.openml.org/data/download/1586225/php0iVrYT
-1
16590425
description
https://api.openml.org/data/download/16590425/description231518af437e.xml
-1
16590426
predictions
https://api.openml.org/data/download/16590426/predictions231535ddacdf.arff
area_under_roc_curve
0.752799 [0.752799,0.752799]
average_cost
0
f_measure
0.704853 [0.866044,0.188679]
kappa
0.121634
kb_relative_information_score
72.132879
mean_absolute_error
0.309635
mean_prior_absolute_error
0.363045
number_of_instances
748 [570,178]
precision
0.733384 [0.778711,0.588235]
predictive_accuracy
0.770053
prior_entropy
0.792816
recall
0.770053 [0.975439,0.11236]
relative_absolute_error
0.852884
root_mean_prior_squared_error
0.42584
root_mean_squared_error
0.392798
root_relative_squared_error
0.922408
scimark_benchmark
1316.21594398073 [ 1334.50594515356, 900.555678727322, 449.304968147749, 1696.28300717774, 2200.4301206973 ]
total_cost
0
usercpu_time_millis
15.403
usercpu_time_millis_testing
0.00800000000000622
usercpu_time_millis_training
15.395
area_under_roc_curve
0.776316 [0.776316,0.776316]
area_under_roc_curve
0.83577 [0.83577,0.83577]
area_under_roc_curve
0.692008 [0.692008,0.692008]
area_under_roc_curve
0.69347 [0.69347,0.69347]
area_under_roc_curve
0.775828 [0.775828,0.775828]
area_under_roc_curve
0.740253 [0.740253,0.740253]
area_under_roc_curve
0.782164 [0.782164,0.782164]
area_under_roc_curve
0.73538 [0.73538,0.73538]
area_under_roc_curve
0.729102 [0.729102,0.729102]
area_under_roc_curve
0.785862 [0.785862,0.785862]
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
0.663068 [0.84375,0.090909]
f_measure
0.714462 [0.876923,0.2]
f_measure
0.643077 [0.846154,0]
f_measure
0.663068 [0.84375,0.090909]
f_measure
0.775556 [0.888889,0.416667]
f_measure
0.678769 [0.861538,0.1]
f_measure
0.740199 [0.883721,0.285714]
f_measure
0.720876 [0.866142,0.26087]
f_measure
0.719932 [0.875,0.2]
f_measure
0.719932 [0.875,0.2]
kappa
0.003984
kappa
0.159664
kappa
-0.05042
kappa
0.003984
kappa
0.337121
kappa
0.054622
kappa
0.233129
kappa
0.174757
kappa
0.140784
kappa
0.140784
kb_relative_information_score
6.319429
kb_relative_information_score
13.322403
kb_relative_information_score
-0.022141
kb_relative_information_score
2.47192
kb_relative_information_score
13.321473
kb_relative_information_score
7.372338
kb_relative_information_score
11.192645
kb_relative_information_score
3.475416
kb_relative_information_score
6.549447
kb_relative_information_score
8.129949
mean_absolute_error
0.314349
mean_absolute_error
0.29005
mean_absolute_error
0.338621
mean_absolute_error
0.329977
mean_absolute_error
0.286646
mean_absolute_error
0.309112
mean_absolute_error
0.294122
mean_absolute_error
0.324183
mean_absolute_error
0.303741
mean_absolute_error
0.305413
mean_prior_absolute_error
0.364107
mean_prior_absolute_error
0.364107
mean_prior_absolute_error
0.364107
mean_prior_absolute_error
0.364107
mean_prior_absolute_error
0.364107
mean_prior_absolute_error
0.364107
mean_prior_absolute_error
0.364107
mean_prior_absolute_error
0.364107
mean_prior_absolute_error
0.358739
mean_prior_absolute_error
0.358739
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
75 [57,18]
number_of_instances
74 [57,17]
number_of_instances
74 [57,17]
precision
0.638028 [0.760563,0.25]
precision
0.833425 [0.780822,1]
precision
0.572603 [0.753425,0]
precision
0.638028 [0.760563,0.25]
precision
0.816812 [0.811594,0.833333]
precision
0.703014 [0.767123,0.5]
precision
0.841667 [0.791667,1]
precision
0.741143 [0.785714,0.6]
precision
0.76069 [0.788732,0.666667]
precision
0.76069 [0.788732,0.666667]
predictive_accuracy
0.733333
predictive_accuracy
0.786667
predictive_accuracy
0.733333
predictive_accuracy
0.733333
predictive_accuracy
0.813333
predictive_accuracy
0.76
predictive_accuracy
0.8
predictive_accuracy
0.773333
predictive_accuracy
0.783784
predictive_accuracy
0.783784
prior_entropy
0.792816
prior_entropy
0.792816
prior_entropy
0.792816
prior_entropy
0.792816
prior_entropy
0.792816
prior_entropy
0.792816
prior_entropy
0.792816
prior_entropy
0.792816
prior_entropy
0.792816
prior_entropy
0.792816
recall
0.733333 [0.947368,0.055556]
recall
0.786667 [1,0.111111]
recall
0.733333 [0.964912,0]
recall
0.733333 [0.947368,0.055556]
recall
0.813333 [0.982456,0.277778]
recall
0.76 [0.982456,0.055556]
recall
0.8 [1,0.166667]
recall
0.773333 [0.964912,0.166667]
recall
0.783784 [0.982456,0.117647]
recall
0.783784 [0.982456,0.117647]
relative_absolute_error
0.863343
relative_absolute_error
0.796608
relative_absolute_error
0.930004
relative_absolute_error
0.906264
relative_absolute_error
0.787257
relative_absolute_error
0.848961
relative_absolute_error
0.807791
relative_absolute_error
0.890352
relative_absolute_error
0.84669
relative_absolute_error
0.851353
root_mean_prior_squared_error
0.427085
root_mean_prior_squared_error
0.427085
root_mean_prior_squared_error
0.427085
root_mean_prior_squared_error
0.427085
root_mean_prior_squared_error
0.427085
root_mean_prior_squared_error
0.427085
root_mean_prior_squared_error
0.427085
root_mean_prior_squared_error
0.427085
root_mean_prior_squared_error
0.420754
root_mean_prior_squared_error
0.420754
root_mean_squared_error
0.394215
root_mean_squared_error
0.369591
root_mean_squared_error
0.414667
root_mean_squared_error
0.426856
root_mean_squared_error
0.375749
root_mean_squared_error
0.397146
root_mean_squared_error
0.376941
root_mean_squared_error
0.396885
root_mean_squared_error
0.390066
root_mean_squared_error
0.382019
root_relative_squared_error
0.923037
root_relative_squared_error
0.865379
root_relative_squared_error
0.970924
root_relative_squared_error
0.999464
root_relative_squared_error
0.879799
root_relative_squared_error
0.9299
root_relative_squared_error
0.88259
root_relative_squared_error
0.929287
root_relative_squared_error
0.927064
root_relative_squared_error
0.90794
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