Run
7106517

Run 7106517

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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)_boostergblinear
mlr.classif.xgboost(9)_eta0.54445941890648
mlr.classif.xgboost(9)_subsample0.701817055023275
mlr.classif.xgboost(9)_lambda0.00172909247186224
mlr.classif.xgboost(9)_alpha0.163503578151563
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4122
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
0.9712
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2660.9634
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0388
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
0.9699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1556
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4486
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.7004
UserCPU time millis
8767.05
UserCPU time millis testing
1.135
UserCPU time millis training
8765.915