Run
6311313

Run 6311313

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 28-08-2017 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)_eta0.0801134493988556
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight9.59206948841799
mlr.classif.xgboost(9)_subsample0.737163766380399
mlr.classif.xgboost(9)_colsample_bytree0.0721312775276601
mlr.classif.xgboost(9)_colsample_bylevel0.820978708332404
mlr.classif.xgboost(9)_lambda763.398189158759
mlr.classif.xgboost(9)_alpha0.296304078783105
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds783
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
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8986
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5283
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1399.6298
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1526
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
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9146
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9146
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2494
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7188
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1237.1706
UserCPU time millis
1407.836
UserCPU time millis testing
1.96
UserCPU time millis training
1405.876