7833333
2702
OpenML_Bot R
10101
Supervised Classification
6767
mlr.classif.xgboost(9)
5865023
eta
0.0377996479261265
6767
max_depth
15
6767
min_child_weight
5.11457310100464
6767
subsample
0.597956594009884
6767
colsample_bytree
0.617255304008722
6767
colsample_bylevel
0.504046687390655
6767
lambda
9.40328671471895
6767
alpha
0.544166268027555
6767
nthread
1
6767
nrounds
2609
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
16590437
description
https://api.openml.org/data/download/16590437/description209f38510958.xml
-1
16590438
predictions
https://api.openml.org/data/download/16590438/predictions209f77899897.arff
area_under_roc_curve
0.711606 [0.711606,0.711606]
average_cost
0
f_measure
0.748565 [0.857851,0.398601]
kappa
0.266834
kb_relative_information_score
90.911992
mean_absolute_error
0.302188
mean_prior_absolute_error
0.363045
number_of_instances
748 [570,178]
precision
0.743555 [0.810937,0.527778]
predictive_accuracy
0.770053
prior_entropy
0.792816
recall
0.770053 [0.910526,0.320225]
relative_absolute_error
0.832371
root_mean_prior_squared_error
0.42584
root_mean_squared_error
0.402073
root_relative_squared_error
0.944189
scimark_benchmark
1335.22803162697 [ 1334.32218670131, 919.606744640195, 455.98431104758, 1744.18190739955, 2222.04500834623 ]
total_cost
0
usercpu_time_millis
34.448
usercpu_time_millis_testing
0.509
usercpu_time_millis_training
33.939
area_under_roc_curve
0.759747 [0.759747,0.759747]
area_under_roc_curve
0.782164 [0.782164,0.782164]
area_under_roc_curve
0.60039 [0.60039,0.60039]
area_under_roc_curve
0.676901 [0.676901,0.676901]
area_under_roc_curve
0.799708 [0.799708,0.799708]
area_under_roc_curve
0.66423 [0.66423,0.66423]
area_under_roc_curve
0.709064 [0.709064,0.709064]
area_under_roc_curve
0.705166 [0.705166,0.705166]
area_under_roc_curve
0.75387 [0.75387,0.75387]
area_under_roc_curve
0.698142 [0.698142,0.698142]
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
0.770667 [0.866667,0.466667]
f_measure
0.743848 [0.861789,0.37037]
f_measure
0.688038 [0.850394,0.173913]
f_measure
0.782231 [0.862069,0.529412]
f_measure
0.788073 [0.87395,0.516129]
f_measure
0.683577 [0.829268,0.222222]
f_measure
0.733583 [0.852459,0.357143]
f_measure
0.733583 [0.852459,0.357143]
f_measure
0.812871 [0.890756,0.551724]
f_measure
0.726503 [0.840336,0.344828]
kappa
0.339934
kappa
0.250441
kappa
0.07767
kappa
0.392097
kappa
0.394184
kappa
0.074074
kappa
0.224138
kappa
0.224138
kappa
0.44649
kappa
0.191024
kb_relative_information_score
12.870232
kb_relative_information_score
14.295059
kb_relative_information_score
3.413077
kb_relative_information_score
8.945122
kb_relative_information_score
16.402385
kb_relative_information_score
4.377305
kb_relative_information_score
8.910784
kb_relative_information_score
6.47773
kb_relative_information_score
10.332736
kb_relative_information_score
4.887561
mean_absolute_error
0.291802
mean_absolute_error
0.289162
mean_absolute_error
0.325892
mean_absolute_error
0.300828
mean_absolute_error
0.276414
mean_absolute_error
0.31797
mean_absolute_error
0.306426
mean_absolute_error
0.315413
mean_absolute_error
0.289764
mean_absolute_error
0.308122
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
0.767302 [0.825397,0.583333]
precision
0.743636 [0.80303,0.555556]
precision
0.682286 [0.771429,0.4]
precision
0.779068 [0.847458,0.5625]
precision
0.785112 [0.83871,0.615385]
precision
0.667273 [0.772727,0.333333]
precision
0.728 [0.8,0.5]
precision
0.728 [0.8,0.5]
precision
0.81161 [0.854839,0.666667]
precision
0.716906 [0.806452,0.416667]
predictive_accuracy
0.786667
predictive_accuracy
0.773333
predictive_accuracy
0.746667
predictive_accuracy
0.786667
predictive_accuracy
0.8
predictive_accuracy
0.72
predictive_accuracy
0.76
predictive_accuracy
0.76
predictive_accuracy
0.824324
predictive_accuracy
0.743243
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
0.786667 [0.912281,0.388889]
recall
0.773333 [0.929825,0.277778]
recall
0.746667 [0.947368,0.111111]
recall
0.786667 [0.877193,0.5]
recall
0.8 [0.912281,0.444444]
recall
0.72 [0.894737,0.166667]
recall
0.76 [0.912281,0.277778]
recall
0.76 [0.912281,0.277778]
recall
0.824324 [0.929825,0.470588]
recall
0.743243 [0.877193,0.294118]
relative_absolute_error
0.80142
relative_absolute_error
0.794167
relative_absolute_error
0.895044
relative_absolute_error
0.826208
relative_absolute_error
0.759157
relative_absolute_error
0.873289
relative_absolute_error
0.841582
relative_absolute_error
0.866264
relative_absolute_error
0.807729
relative_absolute_error
0.858902
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
0.405186
root_mean_squared_error
0.380282
root_mean_squared_error
0.435352
root_mean_squared_error
0.403628
root_mean_squared_error
0.37085
root_mean_squared_error
0.421118
root_mean_squared_error
0.398381
root_mean_squared_error
0.406106
root_mean_squared_error
0.379587
root_mean_squared_error
0.415596
root_relative_squared_error
0.948723
root_relative_squared_error
0.890412
root_relative_squared_error
1.019356
root_relative_squared_error
0.945077
root_relative_squared_error
0.868328
root_relative_squared_error
0.986028
root_relative_squared_error
0.932791
root_relative_squared_error
0.950879
root_relative_squared_error
0.90216
root_relative_squared_error
0.987742
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