6280442
2702
OpenML_Bot R
14971
Supervised Classification
predictive_accuracy
6767
mlr.classif.xgboost(9)
4313441
eta
0.00292732858512001
6767
max_depth
3
6767
min_child_weight
2.03269210539358
6767
subsample
0.504982065828517
6767
colsample_bytree
0.594414779916406
6767
colsample_bylevel
0.919808184495196
6767
lambda
0.273925178187646
6767
alpha
0.0220823772275196
6767
nthread
1
6767
nrounds
456
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
13490901
description
https://api.openml.org/data/download/13490901/description9fc71422b899.xml
-1
13490902
predictions
https://api.openml.org/data/download/13490902/predictions9fc75798b121.arff
area_under_roc_curve
0.687353 [0.687353,0.687353]
average_cost
0
f_measure
0.756209 [0.908223,0.005629]
kappa
0.004486
kb_relative_information_score
-20840.678145
mean_absolute_error
0.329562
mean_prior_absolute_error
0.280119
number_of_instances
39948 [33220,6728]
precision
0.830971 [0.83196,0.826087]
predictive_accuracy
0.831957
prior_entropy
0.654113
recall
0.831957 [0.99988,0.002824]
relative_absolute_error
1.176505
root_mean_prior_squared_error
0.374238
root_mean_squared_error
0.375674
root_relative_squared_error
1.003837
scimark_benchmark
1267.31165536887 [ 1290.58369397853, 865.687691044258, 426.597911471965, 1614.8623716443, 2138.8266087053 ]
total_cost
0
usercpu_time_millis
373.468
usercpu_time_millis_testing
5.762
usercpu_time_millis_training
367.706
area_under_roc_curve
0.682356 [0.682356,0.682356]
area_under_roc_curve
0.705517 [0.705517,0.705517]
area_under_roc_curve
0.680505 [0.680505,0.680505]
area_under_roc_curve
0.681247 [0.681247,0.681247]
area_under_roc_curve
0.706738 [0.706738,0.706738]
area_under_roc_curve
0.695437 [0.695437,0.695437]
area_under_roc_curve
0.679803 [0.679803,0.679803]
area_under_roc_curve
0.699604 [0.699604,0.699604]
area_under_roc_curve
0.687364 [0.687364,0.687364]
area_under_roc_curve
0.658885 [0.658885,0.658885]
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
0.754684 [0.907575,0]
f_measure
0.755056 [0.908022,0]
f_measure
0.75746 [0.908519,0.011817]
f_measure
0.75746 [0.908519,0.011817]
f_measure
0.756136 [0.908121,0.005917]
f_measure
0.756261 [0.908271,0.005926]
f_measure
0.755056 [0.908022,0]
f_measure
0.756861 [0.908395,0.008876]
f_measure
0.757154 [0.908519,0.008889]
f_measure
0.755952 [0.908271,0.002972]
kappa
-0.001497
kappa
0
kappa
0.009846
kappa
0.009846
kappa
0.004429
kappa
0.004933
kappa
0
kappa
0.007392
kappa
0.007404
kappa
0.002473
kb_relative_information_score
-2128.028024
kb_relative_information_score
-2038.895069
kb_relative_information_score
-2066.585612
kb_relative_information_score
-2084.894242
kb_relative_information_score
-2076.545979
kb_relative_information_score
-2077.97591
kb_relative_information_score
-2114.602014
kb_relative_information_score
-2056.994275
kb_relative_information_score
-2077.921992
kb_relative_information_score
-2118.235027
mean_absolute_error
0.330944
mean_absolute_error
0.328198
mean_absolute_error
0.329046
mean_absolute_error
0.329625
mean_absolute_error
0.329192
mean_absolute_error
0.329467
mean_absolute_error
0.330528
mean_absolute_error
0.328729
mean_absolute_error
0.329368
mean_absolute_error
0.330519
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
0.691353 [0.831413,0]
precision
0.691458 [0.831539,0]
precision
0.860611 [0.832373,1]
precision
0.860611 [0.832373,1]
precision
0.804076 [0.831914,0.666667]
precision
0.860265 [0.831956,1]
precision
0.691458 [0.831539,0]
precision
0.860438 [0.832164,1]
precision
0.860577 [0.832373,1]
precision
0.86023 [0.831956,1]
predictive_accuracy
0.830788
predictive_accuracy
0.831539
predictive_accuracy
0.832541
predictive_accuracy
0.832541
predictive_accuracy
0.83179
predictive_accuracy
0.83204
predictive_accuracy
0.831539
predictive_accuracy
0.83229
predictive_accuracy
0.832499
predictive_accuracy
0.831998
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
0.830788 [0.999097,0]
recall
0.831539 [1,0]
recall
0.832541 [1,0.005944]
recall
0.832541 [1,0.005944]
recall
0.83179 [0.999699,0.002972]
recall
0.83204 [1,0.002972]
recall
0.831539 [1,0]
recall
0.83229 [1,0.004458]
recall
0.832499 [1,0.004464]
recall
0.831998 [1,0.001488]
relative_absolute_error
1.181324
relative_absolute_error
1.171522
relative_absolute_error
1.174551
relative_absolute_error
1.176615
relative_absolute_error
1.175072
relative_absolute_error
1.176053
relative_absolute_error
1.179839
relative_absolute_error
1.173416
relative_absolute_error
1.176277
relative_absolute_error
1.180389
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
0.376673
root_mean_squared_error
0.374008
root_mean_squared_error
0.37558
root_mean_squared_error
0.375756
root_mean_squared_error
0.374827
root_mean_squared_error
0.375365
root_mean_squared_error
0.376523
root_mean_squared_error
0.37489
root_mean_squared_error
0.375979
root_mean_squared_error
0.377127
root_relative_squared_error
1.006407
root_relative_squared_error
0.999287
root_relative_squared_error
1.003487
root_relative_squared_error
1.003958
root_relative_squared_error
1.001476
root_relative_squared_error
1.002912
root_relative_squared_error
1.006006
root_relative_squared_error
1.001644
root_relative_squared_error
1.005049
root_relative_squared_error
1.008118
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