Run
6845494

Run 6845494

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 02-09-2017 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)_eta0.0155712662366622
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight8.91687250035567
mlr.classif.xgboost(9)_subsample0.205258884746581
mlr.classif.xgboost(9)_colsample_bytree0.102868363261223
mlr.classif.xgboost(9)_colsample_bylevel0.214154254645109
mlr.classif.xgboost(9)_lambda0.00857869186994107
mlr.classif.xgboost(9)_alpha0.165779475738837
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2580
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
0.872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9091
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5818
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1112.8369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1594
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
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9216
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9216
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6615
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7587
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.8164
UserCPU time millis
3643.452
UserCPU time millis testing
1.954
UserCPU time millis training
3641.498