6361142
2702
OpenML_Bot R
14971
Supervised Classification
predictive_accuracy
6767
mlr.classif.xgboost(9)
4394141
booster
gblinear
6767
eta
0.00124870599870646
6767
subsample
0.446698457491584
6767
lambda
85.078590781227
6767
alpha
0.390542918272191
6767
nthread
1
6767
nrounds
2821
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
13651792
description
https://api.openml.org/data/download/13651792/description792927e3c484.xml
-1
13651793
predictions
https://api.openml.org/data/download/13651793/predictions7929594b5c4c.arff
area_under_roc_curve
0.63075 [0.63075,0.63075]
average_cost
0
f_measure
0.756794 [0.90827,0.008865]
kappa
0.006888
kb_relative_information_score
-3409.628645
mean_absolute_error
0.273486
mean_prior_absolute_error
0.280119
number_of_instances
39948 [33220,6728]
precision
0.818326 [0.832164,0.75]
predictive_accuracy
0.832082
prior_entropy
0.654113
recall
0.832082 [0.999699,0.004459]
relative_absolute_error
0.976321
root_mean_prior_squared_error
0.374238
root_mean_squared_error
0.368635
root_relative_squared_error
0.985029
scimark_benchmark
1248.73330494008 [ 1256.45248812063, 840.017963813431, 427.854453067347, 1638.37388841615, 2080.96773128285 ]
total_cost
0
usercpu_time_millis
661.934
usercpu_time_millis_testing
0.0649999999999267
usercpu_time_millis_training
661.869
area_under_roc_curve
0.623039 [0.623039,0.623039]
area_under_roc_curve
0.649122 [0.649122,0.649122]
area_under_roc_curve
0.636739 [0.636739,0.636739]
area_under_roc_curve
0.623283 [0.623283,0.623283]
area_under_roc_curve
0.640896 [0.640896,0.640896]
area_under_roc_curve
0.629859 [0.629859,0.629859]
area_under_roc_curve
0.627463 [0.627463,0.627463]
area_under_roc_curve
0.637024 [0.637024,0.637024]
area_under_roc_curve
0.62745 [0.62745,0.62745]
area_under_roc_curve
0.612744 [0.612744,0.612744]
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
0.757206 [0.90822,0.011782]
f_measure
0.759711 [0.908867,0.02346]
f_measure
0.756136 [0.908121,0.005917]
f_measure
0.757333 [0.90837,0.011799]
f_measure
0.75601 [0.907972,0.005908]
f_measure
0.755056 [0.908022,0]
f_measure
0.755535 [0.907997,0.002963]
f_measure
0.756861 [0.908395,0.008876]
f_measure
0.757499 [0.908345,0.011799]
f_measure
0.756554 [0.908395,0.005935]
kappa
0.008831
kappa
0.019099
kappa
0.004429
kappa
0.009338
kappa
0.003926
kappa
0
kappa
0.001967
kappa
0.007392
kappa
0.008848
kappa
0.004941
kb_relative_information_score
-375.637224
kb_relative_information_score
-283.516651
kb_relative_information_score
-292.831845
kb_relative_information_score
-325.527268
kb_relative_information_score
-331.414017
kb_relative_information_score
-355.483238
kb_relative_information_score
-356.832592
kb_relative_information_score
-351.667348
kb_relative_information_score
-361.990128
kb_relative_information_score
-374.728335
mean_absolute_error
0.274587
mean_absolute_error
0.271657
mean_absolute_error
0.272305
mean_absolute_error
0.27313
mean_absolute_error
0.27296
mean_absolute_error
0.274129
mean_absolute_error
0.27418
mean_absolute_error
0.273475
mean_absolute_error
0.274014
mean_absolute_error
0.274425
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
0.804388 [0.832289,0.666667]
precision
0.842553 [0.833166,0.888889]
precision
0.804076 [0.831914,0.666667]
precision
0.826884 [0.832331,0.8]
precision
0.775964 [0.831872,0.5]
precision
0.691458 [0.831539,0]
precision
0.775826 [0.831705,0.5]
precision
0.860438 [0.832164,1]
precision
0.804596 [0.832497,0.666667]
precision
0.860403 [0.832164,1]
predictive_accuracy
0.83204
predictive_accuracy
0.833292
predictive_accuracy
0.83179
predictive_accuracy
0.83229
predictive_accuracy
0.831539
predictive_accuracy
0.831539
predictive_accuracy
0.831539
predictive_accuracy
0.83229
predictive_accuracy
0.832248
predictive_accuracy
0.832248
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
0.83204 [0.999398,0.005944]
recall
0.833292 [0.999699,0.011887]
recall
0.83179 [0.999699,0.002972]
recall
0.83229 [0.999699,0.005944]
recall
0.831539 [0.999398,0.002972]
recall
0.831539 [1,0]
recall
0.831539 [0.999699,0.001486]
recall
0.83229 [1,0.004458]
recall
0.832248 [0.999398,0.005952]
recall
0.832248 [1,0.002976]
relative_absolute_error
0.980155
relative_absolute_error
0.969697
relative_absolute_error
0.972008
relative_absolute_error
0.974954
relative_absolute_error
0.974346
relative_absolute_error
0.978518
relative_absolute_error
0.978703
relative_absolute_error
0.976184
relative_absolute_error
0.978592
relative_absolute_error
0.980059
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
0.369275
root_mean_squared_error
0.365898
root_mean_squared_error
0.368329
root_mean_squared_error
0.368967
root_mean_squared_error
0.367866
root_mean_squared_error
0.368811
root_mean_squared_error
0.36944
root_mean_squared_error
0.368537
root_mean_squared_error
0.369131
root_mean_squared_error
0.370082
root_relative_squared_error
0.98664
root_relative_squared_error
0.977618
root_relative_squared_error
0.984113
root_relative_squared_error
0.985819
root_relative_squared_error
0.982877
root_relative_squared_error
0.985402
root_relative_squared_error
0.987084
root_relative_squared_error
0.984671
root_relative_squared_error
0.986743
root_relative_squared_error
0.989286
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