Run
6853192

Run 6853192

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)_eta0.0022833604212262
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight14.7827611017041
mlr.classif.xgboost(9)_subsample0.979985790303908
mlr.classif.xgboost(9)_colsample_bytree0.224336493061855
mlr.classif.xgboost(9)_colsample_bylevel0.353868009056896
mlr.classif.xgboost(9)_lambda0.0608551701573204
mlr.classif.xgboost(9)_alpha0.0216924803862167
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3746
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
0.955
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9481
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1971.6764
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1023
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
0.9528
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9518
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9518
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4246
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5831
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.6786
UserCPU time millis
7029.716
UserCPU time millis testing
4.631
UserCPU time millis training
7025.085