7834902
2702
OpenML_Bot R
10101
Supervised Classification
6767
mlr.classif.xgboost(9)
5866590
eta
0.014211288821523
6767
max_depth
11
6767
min_child_weight
8.70423551122171
6767
subsample
0.293281214172021
6767
colsample_bytree
0.763311803108081
6767
colsample_bylevel
0.492625487735495
6767
lambda
0.548882094099628
6767
alpha
0.101772682798172
6767
nthread
1
6767
nrounds
3833
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
16593557
description
https://api.openml.org/data/download/16593557/description144c622c9a6c.xml
-1
16593558
predictions
https://api.openml.org/data/download/16593558/predictions144c4c73fcba.arff
area_under_roc_curve
0.730401 [0.730401,0.730401]
average_cost
0
f_measure
0.74882 [0.868442,0.365759]
kappa
0.257068
kb_relative_information_score
81.103708
mean_absolute_error
0.307215
mean_prior_absolute_error
0.363045
number_of_instances
748 [570,178]
precision
0.754391 [0.804185,0.594937]
predictive_accuracy
0.782086
prior_entropy
0.792816
recall
0.782086 [0.94386,0.264045]
relative_absolute_error
0.846217
root_mean_prior_squared_error
0.42584
root_mean_squared_error
0.397005
root_relative_squared_error
0.932286
scimark_benchmark
1305.58210825486 [ 1327.7146477189, 863.349276620072, 450.864080083308, 1695.98999009814, 2189.99254675388 ]
total_cost
0
usercpu_time_millis
39.791
usercpu_time_millis_testing
0.528999999999982
usercpu_time_millis_training
39.262
area_under_roc_curve
0.756335 [0.756335,0.756335]
area_under_roc_curve
0.832359 [0.832359,0.832359]
area_under_roc_curve
0.67154 [0.67154,0.67154]
area_under_roc_curve
0.707115 [0.707115,0.707115]
area_under_roc_curve
0.779727 [0.779727,0.779727]
area_under_roc_curve
0.679825 [0.679825,0.679825]
area_under_roc_curve
0.72807 [0.72807,0.72807]
area_under_roc_curve
0.745127 [0.745127,0.745127]
area_under_roc_curve
0.742518 [0.742518,0.742518]
area_under_roc_curve
0.740454 [0.740454,0.740454]
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
0.743848 [0.861789,0.37037]
f_measure
0.784963 [0.887097,0.461538]
f_measure
0.70208 [0.848,0.24]
f_measure
0.81633 [0.890756,0.580645]
f_measure
0.720876 [0.866142,0.26087]
f_measure
0.720876 [0.866142,0.26087]
f_measure
0.733583 [0.852459,0.357143]
f_measure
0.730455 [0.875,0.272727]
f_measure
0.776884 [0.876033,0.444444]
f_measure
0.737324 [0.861789,0.32]
kappa
0.250441
kappa
0.368231
kappa
0.121996
kappa
0.47496
kappa
0.174757
kappa
0.174757
kappa
0.224138
kappa
0.203187
kappa
0.330519
kappa
0.202788
kb_relative_information_score
8.02382
kb_relative_information_score
15.038297
kb_relative_information_score
4.018785
kb_relative_information_score
8.087028
kb_relative_information_score
12.051688
kb_relative_information_score
6.4801
kb_relative_information_score
6.871452
kb_relative_information_score
6.57479
kb_relative_information_score
6.017542
kb_relative_information_score
7.940206
mean_absolute_error
0.308899
mean_absolute_error
0.283997
mean_absolute_error
0.326306
mean_absolute_error
0.304798
mean_absolute_error
0.296482
mean_absolute_error
0.313533
mean_absolute_error
0.311839
mean_absolute_error
0.320137
mean_absolute_error
0.304931
mean_absolute_error
0.301111
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
0.743636 [0.80303,0.555556]
precision
0.803881 [0.820896,0.75]
precision
0.69521 [0.779412,0.428571]
precision
0.815831 [0.854839,0.692308]
precision
0.741143 [0.785714,0.6]
precision
0.741143 [0.785714,0.6]
precision
0.728 [0.8,0.5]
precision
0.779437 [0.788732,0.75]
precision
0.775718 [0.828125,0.6]
precision
0.733415 [0.80303,0.5]
predictive_accuracy
0.773333
predictive_accuracy
0.813333
predictive_accuracy
0.746667
predictive_accuracy
0.826667
predictive_accuracy
0.773333
predictive_accuracy
0.773333
predictive_accuracy
0.76
predictive_accuracy
0.786667
predictive_accuracy
0.797297
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
0.773333 [0.929825,0.277778]
recall
0.813333 [0.964912,0.333333]
recall
0.746667 [0.929825,0.166667]
recall
0.826667 [0.929825,0.5]
recall
0.773333 [0.964912,0.166667]
recall
0.773333 [0.964912,0.166667]
recall
0.76 [0.912281,0.277778]
recall
0.786667 [0.982456,0.166667]
recall
0.797297 [0.929825,0.352941]
recall
0.77027 [0.929825,0.235294]
relative_absolute_error
0.848375
relative_absolute_error
0.779984
relative_absolute_error
0.896182
relative_absolute_error
0.837113
relative_absolute_error
0.814273
relative_absolute_error
0.861101
relative_absolute_error
0.856449
relative_absolute_error
0.879241
relative_absolute_error
0.850008
relative_absolute_error
0.839361
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
0.402497
root_mean_squared_error
0.370852
root_mean_squared_error
0.42266
root_mean_squared_error
0.396761
root_mean_squared_error
0.387637
root_mean_squared_error
0.411717
root_mean_squared_error
0.397236
root_mean_squared_error
0.393368
root_mean_squared_error
0.392156
root_mean_squared_error
0.392865
root_relative_squared_error
0.942427
root_relative_squared_error
0.868333
root_relative_squared_error
0.989639
root_relative_squared_error
0.928998
root_relative_squared_error
0.907633
root_relative_squared_error
0.964015
root_relative_squared_error
0.930109
root_relative_squared_error
0.921053
root_relative_squared_error
0.932031
root_relative_squared_error
0.933716
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