7835213
2702
OpenML_Bot R
10101
Supervised Classification
6767
mlr.classif.xgboost(9)
5866901
booster
gblinear
6767
eta
0.0885214862963833
6767
subsample
0.198335441108793
6767
lambda
4.61369311528397
6767
alpha
0.00735865761514971
6767
nthread
1
6767
nrounds
2736
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
16594179
description
https://api.openml.org/data/download/16594179/description481c1828c449.xml
-1
16594180
predictions
https://api.openml.org/data/download/16594180/predictions481c5e5d644d.arff
area_under_roc_curve
0.751557 [0.751557,0.751557]
average_cost
0
f_measure
0.707391 [0.866719,0.197183]
kappa
0.129072
kb_relative_information_score
73.287447
mean_absolute_error
0.308965
mean_prior_absolute_error
0.363045
number_of_instances
748 [570,178]
precision
0.737016 [0.779804,0.6]
predictive_accuracy
0.77139
prior_entropy
0.792816
recall
0.77139 [0.975439,0.117978]
relative_absolute_error
0.851039
root_mean_prior_squared_error
0.42584
root_mean_squared_error
0.392802
root_relative_squared_error
0.922416
scimark_benchmark
1342.62812320327 [ 1345.34669135881, 917.012045165444, 457.265552044562, 1725.21838019906, 2268.2979472485 ]
total_cost
0
usercpu_time_millis
12.837
usercpu_time_millis_testing
0.00799999999999912
usercpu_time_millis_training
12.829
area_under_roc_curve
0.778265 [0.778265,0.778265]
area_under_roc_curve
0.839669 [0.839669,0.839669]
area_under_roc_curve
0.678363 [0.678363,0.678363]
area_under_roc_curve
0.689571 [0.689571,0.689571]
area_under_roc_curve
0.778752 [0.778752,0.778752]
area_under_roc_curve
0.737329 [0.737329,0.737329]
area_under_roc_curve
0.785088 [0.785088,0.785088]
area_under_roc_curve
0.736355 [0.736355,0.736355]
area_under_roc_curve
0.734262 [0.734262,0.734262]
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
0.688038 [0.850394,0.173913]
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
0.07767
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
6.463324
kb_relative_information_score
13.513222
kb_relative_information_score
-0.414981
kb_relative_information_score
2.612843
kb_relative_information_score
13.527031
kb_relative_information_score
7.671871
kb_relative_information_score
11.626391
kb_relative_information_score
3.447674
kb_relative_information_score
6.526498
kb_relative_information_score
8.313574
mean_absolute_error
0.313776
mean_absolute_error
0.288887
mean_absolute_error
0.339863
mean_absolute_error
0.329443
mean_absolute_error
0.285655
mean_absolute_error
0.307817
mean_absolute_error
0.292587
mean_absolute_error
0.323514
mean_absolute_error
0.302994
mean_absolute_error
0.304982
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
0.682286 [0.771429,0.4]
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
0.746667
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
0.746667 [0.947368,0.111111]
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
0.861768
relative_absolute_error
0.793413
relative_absolute_error
0.933417
relative_absolute_error
0.904798
relative_absolute_error
0.784536
relative_absolute_error
0.845404
relative_absolute_error
0.803574
relative_absolute_error
0.888515
relative_absolute_error
0.844608
relative_absolute_error
0.85015
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
0.394243
root_mean_squared_error
0.368921
root_mean_squared_error
0.416693
root_mean_squared_error
0.427197
root_mean_squared_error
0.375302
root_mean_squared_error
0.396795
root_mean_squared_error
0.375516
root_mean_squared_error
0.396995
root_mean_squared_error
0.390146
root_mean_squared_error
0.382102
root_relative_squared_error
0.923103
root_relative_squared_error
0.863811
root_relative_squared_error
0.975667
root_relative_squared_error
1.000262
root_relative_squared_error
0.878752
root_relative_squared_error
0.929077
root_relative_squared_error
0.879254
root_relative_squared_error
0.929545
root_relative_squared_error
0.927256
root_relative_squared_error
0.908137
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