7835101
2702
OpenML_Bot R
10101
Supervised Classification
6767
mlr.classif.xgboost(9)
5866789
eta
0.128518100125748
6767
min_child_weight
18.30244370468
6767
subsample
0.852070480259135
6767
colsample_bytree
0.597634630510584
6767
colsample_bylevel
0.932147154817358
6767
lambda
0.00910485029572326
6767
alpha
0.82858533969337
6767
nthread
1
6767
nrounds
69
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
16593955
description
https://api.openml.org/data/download/16593955/description3a0473f44236.xml
-1
16593956
predictions
https://api.openml.org/data/download/16593956/predictions3a047260d8b8.arff
area_under_roc_curve
0.738843 [0.738843,0.738843]
average_cost
0
f_measure
0.747798 [0.868654,0.360784]
kappa
0.253502
kb_relative_information_score
78.137371
mean_absolute_error
0.310353
mean_prior_absolute_error
0.363045
number_of_instances
748 [570,178]
precision
0.754287 [0.803279,0.597403]
predictive_accuracy
0.782086
prior_entropy
0.792816
recall
0.782086 [0.945614,0.258427]
relative_absolute_error
0.854861
root_mean_prior_squared_error
0.42584
root_mean_squared_error
0.394355
root_relative_squared_error
0.926064
scimark_benchmark
1327.898321493 [ 1341.78136904359, 911.57601217103, 449.393162475437, 1691.5664625319, 2245.17460124307 ]
total_cost
0
usercpu_time_millis
1.027
usercpu_time_millis_testing
0.0160000000000018
usercpu_time_millis_training
1.011
area_under_roc_curve
0.759747 [0.759747,0.759747]
area_under_roc_curve
0.860136 [0.860136,0.860136]
area_under_roc_curve
0.692495 [0.692495,0.692495]
area_under_roc_curve
0.707602 [0.707602,0.707602]
area_under_roc_curve
0.781676 [0.781676,0.781676]
area_under_roc_curve
0.696881 [0.696881,0.696881]
area_under_roc_curve
0.746101 [0.746101,0.746101]
area_under_roc_curve
0.734893 [0.734893,0.734893]
area_under_roc_curve
0.727554 [0.727554,0.727554]
area_under_roc_curve
0.744066 [0.744066,0.744066]
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
0.733583 [0.852459,0.357143]
f_measure
0.784963 [0.887097,0.461538]
f_measure
0.723524 [0.854839,0.307692]
f_measure
0.799333 [0.883333,0.533333]
f_measure
0.696761 [0.859375,0.181818]
f_measure
0.720876 [0.866142,0.26087]
f_measure
0.743492 [0.873016,0.333333]
f_measure
0.7648 [0.88,0.4]
f_measure
0.757609 [0.868852,0.384615]
f_measure
0.737324 [0.861789,0.32]
kappa
0.224138
kappa
0.368231
kappa
0.187726
kappa
0.422442
kappa
0.103586
kappa
0.174757
kappa
0.242424
kappa
0.306839
kappa
0.268232
kappa
0.202788
kb_relative_information_score
5.909257
kb_relative_information_score
16.080165
kb_relative_information_score
5.142308
kb_relative_information_score
9.597036
kb_relative_information_score
11.015106
kb_relative_information_score
6.027883
kb_relative_information_score
6.788044
kb_relative_information_score
5.901019
kb_relative_information_score
4.944489
kb_relative_information_score
6.732064
mean_absolute_error
0.318297
mean_absolute_error
0.28422
mean_absolute_error
0.325063
mean_absolute_error
0.304707
mean_absolute_error
0.302325
mean_absolute_error
0.316157
mean_absolute_error
0.311478
mean_absolute_error
0.320768
mean_absolute_error
0.312658
mean_absolute_error
0.307849
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
0.728 [0.8,0.5]
precision
0.803881 [0.820896,0.75]
precision
0.721194 [0.791045,0.5]
precision
0.799365 [0.84127,0.666667]
precision
0.708732 [0.774648,0.5]
precision
0.741143 [0.785714,0.6]
precision
0.765797 [0.797101,0.666667]
precision
0.786134 [0.808824,0.714286]
precision
0.755694 [0.815385,0.555556]
precision
0.733415 [0.80303,0.5]
predictive_accuracy
0.76
predictive_accuracy
0.813333
predictive_accuracy
0.76
predictive_accuracy
0.813333
predictive_accuracy
0.76
predictive_accuracy
0.773333
predictive_accuracy
0.786667
predictive_accuracy
0.8
predictive_accuracy
0.783784
predictive_accuracy
0.77027
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
0.76 [0.912281,0.277778]
recall
0.813333 [0.964912,0.333333]
recall
0.76 [0.929825,0.222222]
recall
0.813333 [0.929825,0.444444]
recall
0.76 [0.964912,0.111111]
recall
0.773333 [0.964912,0.166667]
recall
0.786667 [0.964912,0.222222]
recall
0.8 [0.964912,0.277778]
recall
0.783784 [0.929825,0.294118]
recall
0.77027 [0.929825,0.235294]
relative_absolute_error
0.874187
relative_absolute_error
0.780596
relative_absolute_error
0.892769
relative_absolute_error
0.836861
relative_absolute_error
0.830321
relative_absolute_error
0.868309
relative_absolute_error
0.855459
relative_absolute_error
0.880972
relative_absolute_error
0.871547
relative_absolute_error
0.858144
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
0.403081
root_mean_squared_error
0.363139
root_mean_squared_error
0.412171
root_mean_squared_error
0.393877
root_mean_squared_error
0.388971
root_mean_squared_error
0.40906
root_mean_squared_error
0.39225
root_mean_squared_error
0.391995
root_mean_squared_error
0.396337
root_mean_squared_error
0.390565
root_relative_squared_error
0.943796
root_relative_squared_error
0.850272
root_relative_squared_error
0.965078
root_relative_squared_error
0.922244
root_relative_squared_error
0.910756
root_relative_squared_error
0.957796
root_relative_squared_error
0.918434
root_relative_squared_error
0.917839
root_relative_squared_error
0.941969
root_relative_squared_error
0.92825
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