Run
6861095

Run 6861095

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.0446014214701267
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight2.78314305080545
mlr.classif.xgboost(9)_subsample0.867487164516933
mlr.classif.xgboost(9)_colsample_bytree0.0196124720387161
mlr.classif.xgboost(9)_colsample_bylevel0.792595099424943
mlr.classif.xgboost(9)_lambda559.261659450734
mlr.classif.xgboost(9)_alpha0.202839211581313
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2714
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
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9073
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1538.7966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1442
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
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9207
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.24
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.0053
UserCPU time millis
3957.599
UserCPU time millis testing
2.939
UserCPU time millis training
3954.66