Run
7268417

Run 7268417

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 05-09-2017 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)_eta0.0275977341181888
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight8.08205084176399
mlr.classif.xgboost(9)_subsample0.591061446839012
mlr.classif.xgboost(9)_colsample_bytree0.753865119302645
mlr.classif.xgboost(9)_colsample_bylevel0.663440404692665
mlr.classif.xgboost(9)_lambda0.0887459920207651
mlr.classif.xgboost(9)_alpha0.0630091151578009
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1936
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
0.9722
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8346
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2408.1255
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0628
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
0.9621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9628
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2606
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1723
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1303.7936
UserCPU time millis
8380.563
UserCPU time millis testing
2.662
UserCPU time millis training
8377.901