7834523
2702
OpenML_Bot R
10101
Supervised Classification
6767
mlr.classif.xgboost(9)
5866211
booster
gblinear
6767
eta
0.0171114872146899
6767
subsample
0.24327375725843
6767
lambda
11.5013112453308
6767
alpha
28.3055056680573
6767
nthread
1
6767
nrounds
2504
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
16592803
description
https://api.openml.org/data/download/16592803/descriptiondfd67381e2f3.xml
-1
16592804
predictions
https://api.openml.org/data/download/16592804/predictionsdfd679f43fcb.arff
area_under_roc_curve
0.751991 [0.751991,0.751991]
average_cost
0
f_measure
0.705738 [0.866926,0.189573]
kappa
0.124398
kb_relative_information_score
71.306425
mean_absolute_error
0.311028
mean_prior_absolute_error
0.363045
number_of_instances
748 [570,178]
precision
0.737862 [0.779021,0.606061]
predictive_accuracy
0.77139
prior_entropy
0.792816
recall
0.77139 [0.977193,0.11236]
relative_absolute_error
0.856722
root_mean_prior_squared_error
0.42584
root_mean_squared_error
0.393037
root_relative_squared_error
0.922969
scimark_benchmark
1325.25401935127 [ 1358.66190265876, 914.766203655352, 450.042615116433, 1696.90504364217, 2205.89433168362 ]
total_cost
0
usercpu_time_millis
10.605
usercpu_time_millis_testing
0.00699999999999434
usercpu_time_millis_training
10.598
area_under_roc_curve
0.77924 [0.77924,0.77924]
area_under_roc_curve
0.838694 [0.838694,0.838694]
area_under_roc_curve
0.675439 [0.675439,0.675439]
area_under_roc_curve
0.688596 [0.688596,0.688596]
area_under_roc_curve
0.777778 [0.777778,0.777778]
area_under_roc_curve
0.741228 [0.741228,0.741228]
area_under_roc_curve
0.785088 [0.785088,0.785088]
area_under_roc_curve
0.739279 [0.739279,0.739279]
area_under_roc_curve
0.735294 [0.735294,0.735294]
area_under_roc_curve
0.776574 [0.776574,0.776574]
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
0.686637 [0.870229,0.105263]
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
0.082073
kappa
0.233129
kappa
0.174757
kappa
0.140784
kappa
0.140784
kb_relative_information_score
6.259565
kb_relative_information_score
13.181426
kb_relative_information_score
-0.520636
kb_relative_information_score
2.282538
kb_relative_information_score
13.260151
kb_relative_information_score
7.507411
kb_relative_information_score
11.42978
kb_relative_information_score
3.583672
kb_relative_information_score
6.458419
kb_relative_information_score
7.864097
mean_absolute_error
0.315995
mean_absolute_error
0.29159
mean_absolute_error
0.341241
mean_absolute_error
0.3317
mean_absolute_error
0.288005
mean_absolute_error
0.30972
mean_absolute_error
0.294838
mean_absolute_error
0.324683
mean_absolute_error
0.304463
mean_absolute_error
0.307918
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
0.825405 [0.77027,1]
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
0.773333
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
0.773333 [1,0.055556]
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
0.867864
relative_absolute_error
0.800836
relative_absolute_error
0.9372
relative_absolute_error
0.910996
relative_absolute_error
0.790992
relative_absolute_error
0.850629
relative_absolute_error
0.809757
relative_absolute_error
0.891726
relative_absolute_error
0.848704
relative_absolute_error
0.858334
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
0.394774
root_mean_squared_error
0.370185
root_mean_squared_error
0.416937
root_mean_squared_error
0.426907
root_mean_squared_error
0.375313
root_mean_squared_error
0.396812
root_mean_squared_error
0.376047
root_mean_squared_error
0.39644
root_mean_squared_error
0.389473
root_mean_squared_error
0.383523
root_relative_squared_error
0.924345
root_relative_squared_error
0.866771
root_relative_squared_error
0.97624
root_relative_squared_error
0.999582
root_relative_squared_error
0.878777
root_relative_squared_error
0.929118
root_relative_squared_error
0.880497
root_relative_squared_error
0.928245
root_relative_squared_error
0.925655
root_relative_squared_error
0.911514
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