Run
6267167

Run 6267167

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)_eta0.619528571741868
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight1.86953725550608
mlr.classif.xgboost(9)_subsample0.908542471611872
mlr.classif.xgboost(9)_colsample_bytree0.198272444773465
mlr.classif.xgboost(9)_colsample_bylevel0.717643855372444
mlr.classif.xgboost(9)_lambda21.7643430570354
mlr.classif.xgboost(9)_alpha19.804163568164
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds204
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
0.9608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2187.9157
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0868
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
0.9585
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5378
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1261.0018
UserCPU time millis
388.567
UserCPU time millis testing
0.998
UserCPU time millis training
387.569