Run
5921408

Run 5921408

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 13-07-2017 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)_eta0.00491273823696518
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight22.0886343458837
mlr.classif.xgboost(9)_subsample0.216314926207997
mlr.classif.xgboost(9)_colsample_bytree0.181159235769883
mlr.classif.xgboost(9)_colsample_bylevel0.555754623841494
mlr.classif.xgboost(9)_lambda2.23139098056475
mlr.classif.xgboost(9)_alpha289.545708111116
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds52
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0344
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-7406.541
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5
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
0.0196
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.14
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.14
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.0753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4411
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.9498
UserCPU time millis
97.738
UserCPU time millis testing
0.869
UserCPU time millis training
96.869