Run
6809851

Run 6809851

Task 6566 (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)_eta0.236899280743549
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight81.8484778475938
mlr.classif.xgboost(9)_subsample0.951766364183277
mlr.classif.xgboost(9)_colsample_bytree0.671061345841736
mlr.classif.xgboost(9)_colsample_bylevel0.792329109739512
mlr.classif.xgboost(9)_lambda0.378913074070569
mlr.classif.xgboost(9)_alpha148.038321282883
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds619
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
0.7875
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1444
Cross-validation details (10-fold Crossvalidation)
KB relative information score
300.5086
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2219
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
0.889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8725
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.8725
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9212
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3064
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8831
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.0752
UserCPU time millis
1482.487
UserCPU time millis testing
1.16
UserCPU time millis training
1481.327