Run
6723320

Run 6723320

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.00205393623039038
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.80573677284087
mlr.classif.xgboost(9)_subsample0.659052735706791
mlr.classif.xgboost(9)_colsample_bytree0.61873946362175
mlr.classif.xgboost(9)_colsample_bylevel0.568328120280057
mlr.classif.xgboost(9)_lambda711.280476195228
mlr.classif.xgboost(9)_alpha2.43601962011063
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2312
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
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6682
Cross-validation details (10-fold Crossvalidation)
KB relative information score
819.2103
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2075
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
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8611
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2559
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7377
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.8892
UserCPU time millis
13846.034
UserCPU time millis testing
5.045
UserCPU time millis training
13840.989