Run
7508197

Run 7508197

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 07-09-2017 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)_eta0.709330750644795
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight17.13142457698
mlr.classif.xgboost(9)_subsample0.357794462912716
mlr.classif.xgboost(9)_colsample_bytree0.757322556572035
mlr.classif.xgboost(9)_colsample_bylevel0.731651377631351
mlr.classif.xgboost(9)_lambda288.741279910568
mlr.classif.xgboost(9)_alpha0.131019126279537
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1955
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
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1703.4461
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1109
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
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2297
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6619
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.0896
UserCPU time millis
5828.698
UserCPU time millis testing
2.35
UserCPU time millis training
5826.348