Run
6718395

Run 6718395

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 01-09-2017 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)_eta0.0202867635001011
mlr.classif.xgboost(9)_max_depth1
mlr.classif.xgboost(9)_min_child_weight2.80863821538985
mlr.classif.xgboost(9)_subsample0.720345507003367
mlr.classif.xgboost(9)_colsample_bytree0.615574287017807
mlr.classif.xgboost(9)_colsample_bylevel0.776530513074249
mlr.classif.xgboost(9)_lambda699.787664977583
mlr.classif.xgboost(9)_alpha0.00121842809897478
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2176
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
0.9126
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8997
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.534
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1447.7113
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1405
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
0.9203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9152
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2452
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7067
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1294.8087
UserCPU time millis
4715.266
UserCPU time millis testing
2.285
UserCPU time millis training
4712.981