6362902
2702
OpenML_Bot R
14971
Supervised Classification
predictive_accuracy
6767
mlr.classif.xgboost(9)
4395901
eta
0.496199318584397
6767
max_depth
14
6767
min_child_weight
21.9200878847307
6767
subsample
0.239678924740292
6767
colsample_bytree
0.534052904928103
6767
colsample_bylevel
0.634092374937609
6767
lambda
0.0946786287483574
6767
alpha
0.00167307245148519
6767
nthread
1
6767
nrounds
4740
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
13655298
description
https://api.openml.org/data/download/13655298/description177591e290bd1.xml
-1
13655299
predictions
https://api.openml.org/data/download/13655299/predictions177594a005342.arff
area_under_roc_curve
0.631173 [0.631173,0.631173]
average_cost
0
f_measure
0.763384 [0.863918,0.266986]
kappa
0.131826
kb_relative_information_score
-2927.177876
mean_absolute_error
0.243052
mean_prior_absolute_error
0.280119
number_of_instances
39948 [33220,6728]
precision
0.757116 [0.851958,0.288827]
predictive_accuracy
0.770452
prior_entropy
0.654113
recall
0.770452 [0.876219,0.248216]
relative_absolute_error
0.867675
root_mean_prior_squared_error
0.374238
root_mean_squared_error
0.437233
root_relative_squared_error
1.16833
scimark_benchmark
1270.47134971906 [ 1284.08541965359, 859.842800823719, 434.558642491194, 1639.38926896199, 2134.48061666479 ]
total_cost
0
usercpu_time_millis
4885.121
usercpu_time_millis_testing
96.5079999999995
usercpu_time_millis_training
4788.613
area_under_roc_curve
0.619073 [0.619073,0.619073]
area_under_roc_curve
0.658215 [0.658215,0.658215]
area_under_roc_curve
0.625254 [0.625254,0.625254]
area_under_roc_curve
0.621319 [0.621319,0.621319]
area_under_roc_curve
0.641637 [0.641637,0.641637]
area_under_roc_curve
0.63291 [0.63291,0.63291]
area_under_roc_curve
0.614153 [0.614153,0.614153]
area_under_roc_curve
0.64481 [0.64481,0.64481]
area_under_roc_curve
0.626896 [0.626896,0.626896]
area_under_roc_curve
0.627281 [0.627281,0.627281]
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
0.754372 [0.857228,0.246661]
f_measure
0.773506 [0.868413,0.305031]
f_measure
0.75892 [0.862472,0.247773]
f_measure
0.759949 [0.862646,0.253022]
f_measure
0.76949 [0.868768,0.279448]
f_measure
0.771107 [0.868378,0.290967]
f_measure
0.762309 [0.862914,0.265712]
f_measure
0.765946 [0.86541,0.27498]
f_measure
0.758384 [0.859398,0.259027]
f_measure
0.759712 [0.863522,0.246531]
kappa
0.104447
kappa
0.173974
kappa
0.111558
kappa
0.116831
kappa
0.149567
kappa
0.160244
kappa
0.129441
kappa
0.14131
kappa
0.11893
kappa
0.111571
kb_relative_information_score
-439.896745
kb_relative_information_score
-173.851089
kb_relative_information_score
-338.20658
kb_relative_information_score
-354.354019
kb_relative_information_score
-185.059162
kb_relative_information_score
-237.773751
kb_relative_information_score
-324.215263
kb_relative_information_score
-207.23697
kb_relative_information_score
-365.436047
kb_relative_information_score
-301.14825
mean_absolute_error
0.250694
mean_absolute_error
0.236652
mean_absolute_error
0.245292
mean_absolute_error
0.247303
mean_absolute_error
0.236944
mean_absolute_error
0.24039
mean_absolute_error
0.244745
mean_absolute_error
0.238376
mean_absolute_error
0.247158
mean_absolute_error
0.242971
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
0.749236 [0.848012,0.261667]
precision
0.768812 [0.858952,0.323873]
precision
0.751447 [0.848529,0.272242]
precision
0.752899 [0.849431,0.276408]
precision
0.762256 [0.854233,0.308244]
precision
0.765097 [0.856307,0.314879]
precision
0.756359 [0.851656,0.285959]
precision
0.759749 [0.85338,0.297578]
precision
0.753543 [0.850531,0.274086]
precision
0.751755 [0.848591,0.273056]
predictive_accuracy
0.75995
predictive_accuracy
0.778723
predictive_accuracy
0.767459
predictive_accuracy
0.76796
predictive_accuracy
0.777972
predictive_accuracy
0.777972
predictive_accuracy
0.768961
predictive_accuracy
0.772966
predictive_accuracy
0.763645
predictive_accuracy
0.768903
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
0.75995 [0.866647,0.233284]
recall
0.778723 [0.878085,0.288262]
recall
0.767459 [0.876881,0.22734]
recall
0.76796 [0.876279,0.233284]
recall
0.777972 [0.883805,0.255572]
recall
0.777972 [0.880795,0.270431]
recall
0.768961 [0.874473,0.248143]
recall
0.772966 [0.877784,0.255572]
recall
0.763645 [0.868453,0.245536]
recall
0.768903 [0.878989,0.224702]
relative_absolute_error
0.894868
relative_absolute_error
0.844744
relative_absolute_error
0.875584
relative_absolute_error
0.882761
relative_absolute_error
0.845786
relative_absolute_error
0.858086
relative_absolute_error
0.873633
relative_absolute_error
0.850896
relative_absolute_error
0.88268
relative_absolute_error
0.867726
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
0.445963
root_mean_squared_error
0.429521
root_mean_squared_error
0.441393
root_mean_squared_error
0.442622
root_mean_squared_error
0.42903
root_mean_squared_error
0.433308
root_mean_squared_error
0.440142
root_mean_squared_error
0.432106
root_mean_squared_error
0.441196
root_mean_squared_error
0.436692
root_relative_squared_error
1.191539
root_relative_squared_error
1.14761
root_relative_squared_error
1.179329
root_relative_squared_error
1.182613
root_relative_squared_error
1.146297
root_relative_squared_error
1.157726
root_relative_squared_error
1.175986
root_relative_squared_error
1.154516
root_relative_squared_error
1.179383
root_relative_squared_error
1.167345
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