Run
7117777

Run 7117777

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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)_eta0.889691748606358
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight9.77486753382375
mlr.classif.xgboost(9)_subsample0.276869037467986
mlr.classif.xgboost(9)_colsample_bytree0.104885344160721
mlr.classif.xgboost(9)_colsample_bylevel0.313227815320715
mlr.classif.xgboost(9)_lambda8.55607861012567
mlr.classif.xgboost(9)_alpha0.417637027927519
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4773
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
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1871.6505
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0965
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
0.9391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9411
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4004
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6331
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.5961
UserCPU time millis
7018.064
UserCPU time millis testing
2.775
UserCPU time millis training
7015.289