Run
6301028

Run 6301028

Task 14971 (Supervised Classification) Click_prediction_small Uploaded 28-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0219721383615853
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight17.6149097925575
mlr.classif.xgboost(9)_subsample0.750695827696472
mlr.classif.xgboost(9)_colsample_bytree0.553890000330284
mlr.classif.xgboost(9)_colsample_bylevel0.556943605886772
mlr.classif.xgboost(9)_lambda0.00307827472127511
mlr.classif.xgboost(9)_alpha1.23438469391583
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3673
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.6899
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.2489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2387
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2801
Cross-validation details (10-fold Crossvalidation)
Number of instances
39948
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.784
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8279
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6541
Cross-validation details (10-fold Crossvalidation)
Recall
0.8279
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3657
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9772
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1268.0614
UserCPU time millis
6841.308
UserCPU time millis testing
136.398
UserCPU time millis training
6704.91