7834690
2702
OpenML_Bot R
10101
Supervised Classification
6767
mlr.classif.xgboost(9)
5866378
booster
gblinear
6767
eta
0.0816183359618877
6767
subsample
0.204424480744638
6767
lambda
0.00478237450204918
6767
alpha
37.1484036646064
6767
nthread
1
6767
nrounds
4725
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
16593135
description
https://api.openml.org/data/download/16593135/descriptionf55434b518cc.xml
-1
16593136
predictions
https://api.openml.org/data/download/16593136/predictionsf55462542e08.arff
area_under_roc_curve
0.751715 [0.751715,0.751715]
average_cost
0
f_measure
0.705738 [0.866926,0.189573]
kappa
0.124398
kb_relative_information_score
71.398959
mean_absolute_error
0.311248
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
0.857327
root_mean_prior_squared_error
0.42584
root_mean_squared_error
0.393194
root_relative_squared_error
0.923337
scimark_benchmark
1337.54872579848 [ 1365.95562196442, 913.241461087755, 451.511908441308, 1726.06409859235, 2230.97053890656 ]
total_cost
0
usercpu_time_millis
20.051
usercpu_time_millis_testing
0.0069999999999979
usercpu_time_millis_training
20.044
area_under_roc_curve
0.778265 [0.778265,0.778265]
area_under_roc_curve
0.840643 [0.840643,0.840643]
area_under_roc_curve
0.676413 [0.676413,0.676413]
area_under_roc_curve
0.687622 [0.687622,0.687622]
area_under_roc_curve
0.777778 [0.777778,0.777778]
area_under_roc_curve
0.738304 [0.738304,0.738304]
area_under_roc_curve
0.787037 [0.787037,0.787037]
area_under_roc_curve
0.739279 [0.739279,0.739279]
area_under_roc_curve
0.734262 [0.734262,0.734262]
area_under_roc_curve
0.777606 [0.777606,0.777606]
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
6.268
kb_relative_information_score
13.158092
kb_relative_information_score
-0.718822
kb_relative_information_score
2.302066
kb_relative_information_score
13.290147
kb_relative_information_score
7.551885
kb_relative_information_score
11.561265
kb_relative_information_score
3.708176
kb_relative_information_score
6.490516
kb_relative_information_score
7.787634
mean_absolute_error
0.316302
mean_absolute_error
0.291774
mean_absolute_error
0.34207
mean_absolute_error
0.332011
mean_absolute_error
0.288194
mean_absolute_error
0.309651
mean_absolute_error
0.294797
mean_absolute_error
0.324573
mean_absolute_error
0.304433
mean_absolute_error
0.308546
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
0.868706
relative_absolute_error
0.801341
relative_absolute_error
0.939478
relative_absolute_error
0.911852
relative_absolute_error
0.791511
relative_absolute_error
0.850442
relative_absolute_error
0.809644
relative_absolute_error
0.891422
relative_absolute_error
0.848621
relative_absolute_error
0.860086
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
0.395013
root_mean_squared_error
0.370296
root_mean_squared_error
0.418201
root_mean_squared_error
0.427232
root_mean_squared_error
0.375118
root_mean_squared_error
0.39672
root_mean_squared_error
0.3757
root_mean_squared_error
0.39624
root_mean_squared_error
0.389215
root_mean_squared_error
0.384135
root_relative_squared_error
0.924905
root_relative_squared_error
0.86703
root_relative_squared_error
0.979199
root_relative_squared_error
1.000343
root_relative_squared_error
0.878322
root_relative_squared_error
0.928901
root_relative_squared_error
0.879685
root_relative_squared_error
0.927777
root_relative_squared_error
0.925041
root_relative_squared_error
0.912968
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