Run
7166591

Run 7166591

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)_eta0.00623615834391257
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight16.4524101598605
mlr.classif.xgboost(9)_subsample0.944326589652337
mlr.classif.xgboost(9)_colsample_bytree0.996752273989841
mlr.classif.xgboost(9)_colsample_bylevel0.983134636189789
mlr.classif.xgboost(9)_lambda15.6440479115116
mlr.classif.xgboost(9)_alpha51.9903442941423
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3718
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
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9337
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1533.6612
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1384
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
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5743
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2353
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6783
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1256.9727
UserCPU time millis
15911.236
UserCPU time millis testing
3.019
UserCPU time millis training
15908.217