Run
6320015

Run 6320015

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)_eta0.0282392254384804
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight2.54607348968738
mlr.classif.xgboost(9)_subsample0.908319207676686
mlr.classif.xgboost(9)_colsample_bytree0.858025455381721
mlr.classif.xgboost(9)_colsample_bylevel0.344281964469701
mlr.classif.xgboost(9)_lambda0.00672239910205579
mlr.classif.xgboost(9)_alpha1.65621283394311
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1316
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
0.9791
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2658.6733
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0447
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
0.9757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1857
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1468
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.423
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1235.6542
UserCPU time millis
5474.228
UserCPU time millis testing
2.476
UserCPU time millis training
5471.752