Run
7478945

Run 7478945

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.0127624766336234
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight1.72132211453688
mlr.classif.xgboost(9)_subsample0.946556882909499
mlr.classif.xgboost(9)_colsample_bytree0.626347856363282
mlr.classif.xgboost(9)_colsample_bylevel0.0821357264649123
mlr.classif.xgboost(9)_lambda0.0136512029123093
mlr.classif.xgboost(9)_alpha40.388063966927
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds703
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
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7175
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1744.4209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1287
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
0.9453
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.943
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.943
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2171
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6257
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.7598
UserCPU time millis
1398.775
UserCPU time millis testing
1.82
UserCPU time millis training
1396.955