Run
7113425

Run 7113425

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 04-09-2017 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)_eta0.546146030743943
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight1.65788937909188
mlr.classif.xgboost(9)_subsample0.146362252510153
mlr.classif.xgboost(9)_colsample_bytree0.438521147007123
mlr.classif.xgboost(9)_colsample_bylevel0.445101401302963
mlr.classif.xgboost(9)_lambda0.0203386135853185
mlr.classif.xgboost(9)_alpha1.20115175337854
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds609
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
0.9683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2421.7428
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0575
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
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2385
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.174
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5015
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1233.6138
UserCPU time millis
1075.516
UserCPU time millis testing
1.316
UserCPU time millis training
1074.2