7834831
2702
OpenML_Bot R
10101
Supervised Classification
6767
mlr.classif.xgboost(9)
5866519
booster
gblinear
6767
eta
0.0905220036657294
6767
subsample
0.628148760553449
6767
lambda
816.878448238546
6767
alpha
0.581323932311673
6767
nthread
1
6767
nrounds
899
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
16593417
description
https://api.openml.org/data/download/16593417/description10c9117d2e5f.xml
-1
16593418
predictions
https://api.openml.org/data/download/16593418/predictions10c94546fddf.arff
area_under_roc_curve
0.751538 [0.751538,0.751538]
average_cost
0
f_measure
0.70405 [0.867133,0.181818]
kappa
0.119673
kb_relative_information_score
70.763858
mean_absolute_error
0.312336
mean_prior_absolute_error
0.363045
number_of_instances
748 [570,178]
precision
0.738897 [0.778243,0.612903]
predictive_accuracy
0.77139
prior_entropy
0.792816
recall
0.77139 [0.978947,0.106742]
relative_absolute_error
0.860325
root_mean_prior_squared_error
0.42584
root_mean_squared_error
0.393481
root_relative_squared_error
0.924012
scimark_benchmark
1331.27731662475 [ 1364.47514263799, 918.140199994378, 459.820020684029, 1732.25234964611, 2181.69887016122 ]
total_cost
0
usercpu_time_millis
3.64399999999999
usercpu_time_millis_testing
0.0109999999999921
usercpu_time_millis_training
3.633
area_under_roc_curve
0.776316 [0.776316,0.776316]
area_under_roc_curve
0.841618 [0.841618,0.841618]
area_under_roc_curve
0.67154 [0.67154,0.67154]
area_under_roc_curve
0.685673 [0.685673,0.685673]
area_under_roc_curve
0.774854 [0.774854,0.774854]
area_under_roc_curve
0.741228 [0.741228,0.741228]
area_under_roc_curve
0.789961 [0.789961,0.789961]
area_under_roc_curve
0.746101 [0.746101,0.746101]
area_under_roc_curve
0.736326 [0.736326,0.736326]
area_under_roc_curve
0.77451 [0.77451,0.77451]
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
0.670919 [0.852713,0.095238]
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
0.692944 [0.868217,0.105263]
kappa
0.02863
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
0.059791
kb_relative_information_score
6.177286
kb_relative_information_score
12.953293
kb_relative_information_score
-1.084716
kb_relative_information_score
2.148302
kb_relative_information_score
13.296698
kb_relative_information_score
7.560721
kb_relative_information_score
11.894116
kb_relative_information_score
3.896108
kb_relative_information_score
6.489085
kb_relative_information_score
7.432965
mean_absolute_error
0.317582
mean_absolute_error
0.29295
mean_absolute_error
0.343847
mean_absolute_error
0.333614
mean_absolute_error
0.289496
mean_absolute_error
0.310103
mean_absolute_error
0.295331
mean_absolute_error
0.324827
mean_absolute_error
0.305036
mean_absolute_error
0.310454
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
0.660556 [0.763889,0.333333]
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
0.713964 [0.777778,0.5]
predictive_accuracy
0.746667
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
0.77027
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
0.746667 [0.964912,0.055556]
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
0.77027 [0.982456,0.058824]
relative_absolute_error
0.872222
relative_absolute_error
0.804572
relative_absolute_error
0.944358
relative_absolute_error
0.916254
relative_absolute_error
0.795086
relative_absolute_error
0.851683
relative_absolute_error
0.811112
relative_absolute_error
0.892121
relative_absolute_error
0.850302
relative_absolute_error
0.865405
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
0.395685
root_mean_squared_error
0.370984
root_mean_squared_error
0.420014
root_mean_squared_error
0.427471
root_mean_squared_error
0.374816
root_mean_squared_error
0.396637
root_mean_squared_error
0.374889
root_mean_squared_error
0.395849
root_mean_squared_error
0.388761
root_mean_squared_error
0.385517
root_relative_squared_error
0.926478
root_relative_squared_error
0.868643
root_relative_squared_error
0.983444
root_relative_squared_error
1.000903
root_relative_squared_error
0.877614
root_relative_squared_error
0.928708
root_relative_squared_error
0.877785
root_relative_squared_error
0.926861
root_relative_squared_error
0.923962
root_relative_squared_error
0.916253
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