6358039
2702
OpenML_Bot R
14971
Supervised Classification
predictive_accuracy
6767
mlr.classif.xgboost(9)
4391038
eta
0.00566025806297622
6767
max_depth
8
6767
min_child_weight
11.540391872549
6767
subsample
0.125198760675266
6767
colsample_bytree
0.953789470018819
6767
colsample_bylevel
0.397290708729997
6767
lambda
0.00485584512058392
6767
alpha
0.013479136038085
6767
nthread
1
6767
nrounds
4513
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
13645594
description
https://api.openml.org/data/download/13645594/description7dfe2b0c6948.xml
-1
13645595
predictions
https://api.openml.org/data/download/13645595/predictions7dfe4beb68fb.arff
area_under_roc_curve
0.712405 [0.712405,0.712405]
average_cost
0
f_measure
0.781277 [0.909843,0.146469]
kappa
0.110964
kb_relative_information_score
-773.641807
mean_absolute_error
0.251321
mean_prior_absolute_error
0.280119
number_of_instances
39948 [33220,6728]
precision
0.804216 [0.841995,0.61768]
predictive_accuracy
0.836913
prior_entropy
0.654113
recall
0.836913 [0.989585,0.083086]
relative_absolute_error
0.897192
root_mean_prior_squared_error
0.374238
root_mean_squared_error
0.356292
root_relative_squared_error
0.952046
scimark_benchmark
1290.34283588026 [ 1303.26764968605, 884.478534714871, 442.624804243954, 1684.71979123521, 2136.62339952119 ]
total_cost
0
usercpu_time_millis
4914.138
usercpu_time_millis_testing
111.898999999999
usercpu_time_millis_training
4802.239
area_under_roc_curve
0.69872 [0.69872,0.69872]
area_under_roc_curve
0.729128 [0.729128,0.729128]
area_under_roc_curve
0.708063 [0.708063,0.708063]
area_under_roc_curve
0.70948 [0.70948,0.70948]
area_under_roc_curve
0.720328 [0.720328,0.720328]
area_under_roc_curve
0.712656 [0.712656,0.712656]
area_under_roc_curve
0.706398 [0.706398,0.706398]
area_under_roc_curve
0.725415 [0.725415,0.725415]
area_under_roc_curve
0.713653 [0.713653,0.713653]
area_under_roc_curve
0.700191 [0.700191,0.700191]
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
0.780675 [0.908183,0.151282]
f_measure
0.79111 [0.912471,0.192061]
f_measure
0.784452 [0.910351,0.163001]
f_measure
0.78421 [0.911179,0.15748]
f_measure
0.780599 [0.910297,0.140397]
f_measure
0.783145 [0.911252,0.150794]
f_measure
0.77955 [0.908915,0.140992]
f_measure
0.778412 [0.908184,0.137841]
f_measure
0.774511 [0.908438,0.11245]
f_measure
0.775645 [0.909166,0.115591]
kappa
0.110155
kappa
0.152579
kappa
0.124857
kappa
0.122968
kappa
0.107747
kappa
0.118175
kappa
0.104355
kappa
0.099986
kappa
0.081415
kappa
0.085821
kb_relative_information_score
-160.362011
kb_relative_information_score
8.039962
kb_relative_information_score
-40.802053
kb_relative_information_score
-92.997007
kb_relative_information_score
-61.145792
kb_relative_information_score
-97.132708
kb_relative_information_score
-145.201336
kb_relative_information_score
-45.795289
kb_relative_information_score
-31.102674
kb_relative_information_score
-107.142899
mean_absolute_error
0.254842
mean_absolute_error
0.247446
mean_absolute_error
0.250006
mean_absolute_error
0.251536
mean_absolute_error
0.251158
mean_absolute_error
0.251791
mean_absolute_error
0.254362
mean_absolute_error
0.249803
mean_absolute_error
0.249557
mean_absolute_error
0.252704
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
0.793111 [0.842078,0.551402]
precision
0.820597 [0.846154,0.694444]
precision
0.807441 [0.843389,0.63]
precision
0.814608 [0.843062,0.674157]
precision
0.808668 [0.841554,0.646341]
precision
0.816292 [0.842536,0.686747]
precision
0.797443 [0.841363,0.580645]
precision
0.792316 [0.840985,0.552083]
precision
0.792261 [0.839245,0.56]
precision
0.798838 [0.839623,0.597222]
predictive_accuracy
0.834293
predictive_accuracy
0.842053
predictive_accuracy
0.838048
predictive_accuracy
0.839299
predictive_accuracy
0.837547
predictive_accuracy
0.839299
predictive_accuracy
0.835294
predictive_accuracy
0.834043
predictive_accuracy
0.834001
predictive_accuracy
0.835253
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
0.834293 [0.985551,0.087667]
recall
0.842053 [0.990066,0.111441]
recall
0.838048 [0.988862,0.093611]
recall
0.839299 [0.99127,0.089153]
recall
0.837547 [0.99127,0.078752]
recall
0.839299 [0.992173,0.084695]
recall
0.835294 [0.98826,0.080238]
recall
0.834043 [0.987056,0.078752]
recall
0.834001 [0.990066,0.0625]
recall
0.835253 [0.99127,0.063988]
relative_absolute_error
0.909673
relative_absolute_error
0.883275
relative_absolute_error
0.892412
relative_absolute_error
0.897872
relative_absolute_error
0.896523
relative_absolute_error
0.898784
relative_absolute_error
0.907959
relative_absolute_error
0.891687
relative_absolute_error
0.891248
relative_absolute_error
0.902488
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
0.358805
root_mean_squared_error
0.35146
root_mean_squared_error
0.356628
root_mean_squared_error
0.35696
root_mean_squared_error
0.355354
root_mean_squared_error
0.355175
root_mean_squared_error
0.357931
root_mean_squared_error
0.355275
root_mean_squared_error
0.356482
root_mean_squared_error
0.358788
root_relative_squared_error
0.958668
root_relative_squared_error
0.939042
root_relative_squared_error
0.95285
root_relative_squared_error
0.953738
root_relative_squared_error
0.949447
root_relative_squared_error
0.948968
root_relative_squared_error
0.956333
root_relative_squared_error
0.949235
root_relative_squared_error
0.952931
root_relative_squared_error
0.959095
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