Run
6784748

Run 6784748

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.260962754882531
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight24.2193981640891
mlr.classif.xgboost(9)_subsample0.210989896417595
mlr.classif.xgboost(9)_colsample_bytree0.0966443747747689
mlr.classif.xgboost(9)_colsample_bylevel0.604621635051444
mlr.classif.xgboost(9)_lambda0.0944155382720954
mlr.classif.xgboost(9)_alpha0.193071170478706
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4242
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
0.823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9174
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6291
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1051.6254
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1514
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
0.9227
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6286
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7582
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.5794
UserCPU time millis
6235.863
UserCPU time millis testing
2.592
UserCPU time millis training
6233.271