Run
7386631

Run 7386631

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 06-09-2017 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)_eta0.128389632132417
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight18.3942096976155
mlr.classif.xgboost(9)_subsample0.793555515049957
mlr.classif.xgboost(9)_colsample_bytree0.882182812783867
mlr.classif.xgboost(9)_colsample_bylevel0.90197821194306
mlr.classif.xgboost(9)_lambda0.0762447948328984
mlr.classif.xgboost(9)_alpha0.00121019729391911
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds373
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
0.9612
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2227.4554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0757
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
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9594
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3142
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1875
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5404
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.3727
UserCPU time millis
2146.647
UserCPU time millis testing
1.194
UserCPU time millis training
2145.453