Run
6338464

Run 6338464

Task 146085 (Supervised Classification) Internet-Advertisements 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)_eta0.0101434963504384
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight4.0481826628189
mlr.classif.xgboost(9)_subsample0.225608477648348
mlr.classif.xgboost(9)_colsample_bytree0.654617421561852
mlr.classif.xgboost(9)_colsample_bylevel0.631106093991548
mlr.classif.xgboost(9)_lambda177.319000020845
mlr.classif.xgboost(9)_alpha0.172788352205046
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3420
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
0.9451
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7319
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1781.8412
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1153
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2409
Cross-validation details (10-fold Crossvalidation)
Number of instances
3279
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9458
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9448
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9448
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2186
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6299
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.5022
UserCPU time millis
9444.882
UserCPU time millis testing
4.057
UserCPU time millis training
9440.825