6360976
2702
OpenML_Bot R
14971
Supervised Classification
predictive_accuracy
6767
mlr.classif.xgboost(9)
4393975
eta
0.0180500420720968
6767
max_depth
9
6767
min_child_weight
37.2146697951727
6767
subsample
0.656557787419297
6767
colsample_bytree
0.449460042873397
6767
colsample_bylevel
0.960513221332803
6767
lambda
929.726196488491
6767
alpha
0.00350488534235206
6767
nthread
1
6767
nrounds
3911
6767
verbose
0
6767
openml.seed
1
6767
openml.kind
Mersenne-Twister
6767
openml.normal.kind
Inversion
6767
AzureBot15
botV1
mlrRandomBot
sciBenchV1.0
1220
Click_prediction_small
https://www.openml.org/data/download/184157/phpfGCaQC
-1
13651461
description
https://api.openml.org/data/download/13651461/description107b24f7dde8a.xml
-1
13651463
predictions
https://api.openml.org/data/download/13651463/predictions107b24280a5ea.arff
area_under_roc_curve
0.711861 [0.711861,0.711861]
average_cost
0
f_measure
0.773589 [0.90976,0.101235]
kappa
0.077274
kb_relative_information_score
-1127.919115
mean_absolute_error
0.255219
mean_prior_absolute_error
0.280119
number_of_instances
39948 [33220,6728]
precision
0.807901 [0.838547,0.656584]
predictive_accuracy
0.835987
prior_entropy
0.654113
recall
0.835987 [0.99419,0.054845]
relative_absolute_error
0.911108
root_mean_prior_squared_error
0.374238
root_mean_squared_error
0.356736
root_relative_squared_error
0.953234
scimark_benchmark
1288.4572660821 [ 1305.72131711438, 875.177756976492, 440.585924859986, 1673.60853965295, 2147.1927918067 ]
total_cost
0
usercpu_time_millis
4993.65
usercpu_time_millis_testing
79.6010000000008
usercpu_time_millis_training
4914.049
area_under_roc_curve
0.703997 [0.703997,0.703997]
area_under_roc_curve
0.729728 [0.729728,0.729728]
area_under_roc_curve
0.707833 [0.707833,0.707833]
area_under_roc_curve
0.703627 [0.703627,0.703627]
area_under_roc_curve
0.723834 [0.723834,0.723834]
area_under_roc_curve
0.71176 [0.71176,0.71176]
area_under_roc_curve
0.706545 [0.706545,0.706545]
area_under_roc_curve
0.72091 [0.72091,0.72091]
area_under_roc_curve
0.712056 [0.712056,0.712056]
area_under_roc_curve
0.698326 [0.698326,0.698326]
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
0.773965 [0.909291,0.105978]
f_measure
0.782219 [0.911476,0.144192]
f_measure
0.773873 [0.909617,0.103825]
f_measure
0.774712 [0.910043,0.106703]
f_measure
0.773724 [0.909467,0.103683]
f_measure
0.776479 [0.910569,0.114598]
f_measure
0.770754 [0.909016,0.088276]
f_measure
0.773021 [0.910466,0.094576]
f_measure
0.769275 [0.909091,0.078103]
f_measure
0.767463 [0.908566,0.06993]
kappa
0.079429
kappa
0.113899
kappa
0.078809
kappa
0.082167
kappa
0.078263
kappa
0.089487
kappa
0.065698
kappa
0.074629
kappa
0.058213
kappa
0.050719
kb_relative_information_score
-177.860026
kb_relative_information_score
-31.735135
kb_relative_information_score
-83.392844
kb_relative_information_score
-131.189792
kb_relative_information_score
-86.309479
kb_relative_information_score
-137.571388
kb_relative_information_score
-171.016493
kb_relative_information_score
-89.624903
kb_relative_information_score
-70.202897
kb_relative_information_score
-149.016156
mean_absolute_error
0.257685
mean_absolute_error
0.252109
mean_absolute_error
0.25423
mean_absolute_error
0.255648
mean_absolute_error
0.254724
mean_absolute_error
0.256056
mean_absolute_error
0.257698
mean_absolute_error
0.253797
mean_absolute_error
0.253818
mean_absolute_error
0.256422
mean_prior_absolute_error
0.280147
mean_prior_absolute_error
0.280147
mean_prior_absolute_error
0.280147
mean_prior_absolute_error
0.280147
mean_prior_absolute_error
0.280147
mean_prior_absolute_error
0.280147
mean_prior_absolute_error
0.280147
mean_prior_absolute_error
0.280147
mean_prior_absolute_error
0.280009
mean_prior_absolute_error
0.280009
number_of_instances
3995 [3322,673]
number_of_instances
3995 [3322,673]
number_of_instances
3995 [3322,673]
number_of_instances
3995 [3322,673]
number_of_instances
3995 [3322,673]
number_of_instances
3995 [3322,673]
number_of_instances
3995 [3322,673]
number_of_instances
3995 [3322,673]
number_of_instances
3994 [3322,672]
number_of_instances
3994 [3322,672]
precision
0.801746 [0.838759,0.619048]
precision
0.819895 [0.842052,0.710526]
precision
0.805886 [0.838669,0.644068]
precision
0.810907 [0.838964,0.672414]
precision
0.804044 [0.838628,0.633333]
precision
0.81612 [0.839644,0.7]
precision
0.800027 [0.837433,0.615385]
precision
0.8215 [0.838187,0.73913]
precision
0.800797 [0.836921,0.622222]
precision
0.793365 [0.836244,0.581395]
predictive_accuracy
0.835294
predictive_accuracy
0.839549
predictive_accuracy
0.835795
predictive_accuracy
0.836546
predictive_accuracy
0.835544
predictive_accuracy
0.837547
predictive_accuracy
0.834543
predictive_accuracy
0.837046
predictive_accuracy
0.834502
predictive_accuracy
0.8335
prior_entropy
0.654113
prior_entropy
0.654113
prior_entropy
0.654113
prior_entropy
0.654113
prior_entropy
0.654113
prior_entropy
0.654113
prior_entropy
0.654113
prior_entropy
0.654113
prior_entropy
0.654113
prior_entropy
0.654113
recall
0.835294 [0.992775,0.057949]
recall
0.839549 [0.993377,0.080238]
recall
0.835795 [0.993679,0.056464]
recall
0.836546 [0.994281,0.057949]
recall
0.835544 [0.993377,0.056464]
recall
0.837547 [0.994582,0.062407]
recall
0.834543 [0.99398,0.047548]
recall
0.837046 [0.996388,0.05052]
recall
0.834502 [0.994883,0.041667]
recall
0.8335 [0.994582,0.037202]
relative_absolute_error
0.919824
relative_absolute_error
0.899917
relative_absolute_error
0.907489
relative_absolute_error
0.91255
relative_absolute_error
0.909251
relative_absolute_error
0.914005
relative_absolute_error
0.919868
relative_absolute_error
0.905943
relative_absolute_error
0.906465
relative_absolute_error
0.915764
root_mean_prior_squared_error
0.374275
root_mean_prior_squared_error
0.374275
root_mean_prior_squared_error
0.374275
root_mean_prior_squared_error
0.374275
root_mean_prior_squared_error
0.374275
root_mean_prior_squared_error
0.374275
root_mean_prior_squared_error
0.374275
root_mean_prior_squared_error
0.374275
root_mean_prior_squared_error
0.37409
root_mean_prior_squared_error
0.37409
root_mean_squared_error
0.358072
root_mean_squared_error
0.352612
root_mean_squared_error
0.35692
root_mean_squared_error
0.358274
root_mean_squared_error
0.355289
root_mean_squared_error
0.356154
root_mean_squared_error
0.357853
root_mean_squared_error
0.356238
root_mean_squared_error
0.356895
root_mean_squared_error
0.359014
root_relative_squared_error
0.956708
root_relative_squared_error
0.942121
root_relative_squared_error
0.953631
root_relative_squared_error
0.957249
root_relative_squared_error
0.949274
root_relative_squared_error
0.951584
root_relative_squared_error
0.956125
root_relative_squared_error
0.95181
root_relative_squared_error
0.954035
root_relative_squared_error
0.959698
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