Run
6444460

Run 6444460

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 29-08-2017 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)_eta0.0273064140372844
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight18.9547289074677
mlr.classif.xgboost(9)_subsample0.205973004247062
mlr.classif.xgboost(9)_colsample_bytree0.820034156320617
mlr.classif.xgboost(9)_colsample_bylevel0.543654003646225
mlr.classif.xgboost(9)_lambda0.0596032636526103
mlr.classif.xgboost(9)_alpha0.00164943358126447
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds608
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
0.845
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9145
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1085.6519
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1504
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
0.9243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6241
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7558
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1245.3749
UserCPU time millis
1420.481
UserCPU time millis testing
1.236
UserCPU time millis training
1419.245