Run
7551944

Run 7551944

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)_boostergblinear
mlr.classif.xgboost(9)_eta0.0150666598981211
mlr.classif.xgboost(9)_subsample0.28839890959207
mlr.classif.xgboost(9)_lambda1.55158558205914
mlr.classif.xgboost(9)_alpha0.127815278844183
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4536
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
0.9811
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9694
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8691
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2584.4631
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.053
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
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2198
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1529
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4406
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.8093
UserCPU time millis
10504.626
UserCPU time millis testing
0.966
UserCPU time millis training
10503.66