6356929
2702
OpenML_Bot R
14971
Supervised Classification
predictive_accuracy
6767
mlr.classif.xgboost(9)
4389928
eta
0.00862955814068188
6767
max_depth
7
6767
min_child_weight
2.12587401952161
6767
subsample
0.301831974345259
6767
colsample_bytree
0.535434403689578
6767
colsample_bylevel
0.604731902480125
6767
lambda
7.61598564435163
6767
alpha
0.0428901139452703
6767
nthread
1
6767
nrounds
4156
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
13643382
description
https://api.openml.org/data/download/13643382/description690534431841.xml
-1
13643383
predictions
https://api.openml.org/data/download/13643383/predictions69056eedcdeb.arff
area_under_roc_curve
0.715185 [0.715185,0.715185]
average_cost
0
f_measure
0.78528 [0.910336,0.167803]
kappa
0.128399
kb_relative_information_score
-339.373215
mean_absolute_error
0.248154
mean_prior_absolute_error
0.280119
number_of_instances
39948 [33220,6728]
precision
0.806991 [0.843825,0.62512]
predictive_accuracy
0.838115
prior_entropy
0.654113
recall
0.838115 [0.98823,0.096908]
relative_absolute_error
0.885889
root_mean_prior_squared_error
0.374238
root_mean_squared_error
0.355518
root_relative_squared_error
0.949978
scimark_benchmark
1291.97653454805 [ 1310.11847275082, 876.90545173062, 442.928628855777, 1675.13893779127, 2154.79118161178 ]
total_cost
0
usercpu_time_millis
4520.663
usercpu_time_millis_testing
115.98
usercpu_time_millis_training
4404.683
area_under_roc_curve
0.699182 [0.699182,0.699182]
area_under_roc_curve
0.731502 [0.731502,0.731502]
area_under_roc_curve
0.711803 [0.711803,0.711803]
area_under_roc_curve
0.713507 [0.713507,0.713507]
area_under_roc_curve
0.724587 [0.724587,0.724587]
area_under_roc_curve
0.714475 [0.714475,0.714475]
area_under_roc_curve
0.710538 [0.710538,0.710538]
area_under_roc_curve
0.728052 [0.728052,0.728052]
area_under_roc_curve
0.715708 [0.715708,0.715708]
area_under_roc_curve
0.702036 [0.702036,0.702036]
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
0.784521 [0.908712,0.171501]
f_measure
0.798912 [0.9145,0.228356]
f_measure
0.78698 [0.909672,0.18136]
f_measure
0.785638 [0.910427,0.169666]
f_measure
0.786954 [0.911308,0.173127]
f_measure
0.78962 [0.912091,0.18509]
f_measure
0.78077 [0.90899,0.14786]
f_measure
0.781945 [0.909393,0.15285]
f_measure
0.779128 [0.909091,0.136662]
f_measure
0.777668 [0.909191,0.12749]
kappa
0.126991
kappa
0.18567
kappa
0.137053
kappa
0.130111
kappa
0.135101
kappa
0.14627
kappa
0.109734
kappa
0.114595
kappa
0.101294
kappa
0.094721
kb_relative_information_score
-123.429277
kb_relative_information_score
45.336231
kb_relative_information_score
-15.39918
kb_relative_information_score
-54.582684
kb_relative_information_score
4.270579
kb_relative_information_score
-54.676937
kb_relative_information_score
-92.704192
kb_relative_information_score
10.35613
kb_relative_information_score
3.235682
kb_relative_information_score
-61.779566
mean_absolute_error
0.251835
mean_absolute_error
0.244004
mean_absolute_error
0.24761
mean_absolute_error
0.248508
mean_absolute_error
0.247315
mean_absolute_error
0.248976
mean_absolute_error
0.250809
mean_absolute_error
0.246232
mean_absolute_error
0.246818
mean_absolute_error
0.249436
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
0.797173 [0.843871,0.566667]
precision
0.830147 [0.849651,0.733871]
precision
0.802778 [0.844863,0.595041]
precision
0.807675 [0.843959,0.628571]
precision
0.813883 [0.844376,0.663366]
precision
0.818583 [0.845501,0.685714]
precision
0.79808 [0.84193,0.581633]
precision
0.800887 [0.842402,0.59596]
precision
0.797995 [0.841229,0.58427]
precision
0.798815 [0.840532,0.592593]
predictive_accuracy
0.835544
predictive_accuracy
0.846058
predictive_accuracy
0.837297
predictive_accuracy
0.838298
predictive_accuracy
0.8398
predictive_accuracy
0.841302
predictive_accuracy
0.835544
predictive_accuracy
0.836295
predictive_accuracy
0.835503
predictive_accuracy
0.835503
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
0.835544 [0.984347,0.10104]
recall
0.846058 [0.990066,0.135215]
recall
0.837297 [0.98525,0.106984]
recall
0.838298 [0.98826,0.098068]
recall
0.8398 [0.989765,0.099554]
recall
0.841302 [0.990066,0.106984]
recall
0.835544 [0.987658,0.084695]
recall
0.836295 [0.987959,0.087667]
recall
0.835503 [0.988862,0.077381]
recall
0.835503 [0.990066,0.071429]
relative_absolute_error
0.898941
relative_absolute_error
0.870986
relative_absolute_error
0.883858
relative_absolute_error
0.887066
relative_absolute_error
0.882807
relative_absolute_error
0.888735
relative_absolute_error
0.895278
relative_absolute_error
0.87894
relative_absolute_error
0.881467
relative_absolute_error
0.890815
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
0.358708
root_mean_squared_error
0.350087
root_mean_squared_error
0.356194
root_mean_squared_error
0.356226
root_mean_squared_error
0.353924
root_mean_squared_error
0.354496
root_mean_squared_error
0.357105
root_mean_squared_error
0.354476
root_mean_squared_error
0.355863
root_mean_squared_error
0.358022
root_relative_squared_error
0.958409
root_relative_squared_error
0.935374
root_relative_squared_error
0.95169
root_relative_squared_error
0.951777
root_relative_squared_error
0.945627
root_relative_squared_error
0.947155
root_relative_squared_error
0.954126
root_relative_squared_error
0.9471
root_relative_squared_error
0.951276
root_relative_squared_error
0.957046
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