Run
7361681

Run 7361681

Task 146085 (Supervised Classification) Internet-Advertisements Uploaded 06-09-2017 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)_eta0.0233023722550892
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight37.8038095101034
mlr.classif.xgboost(9)_subsample0.355931849800982
mlr.classif.xgboost(9)_colsample_bytree0.174664492020383
mlr.classif.xgboost(9)_colsample_bylevel0.551616863580421
mlr.classif.xgboost(9)_lambda0.0426476639994522
mlr.classif.xgboost(9)_alpha0.579616678633712
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2873
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
0.8139
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.605
Cross-validation details (10-fold Crossvalidation)
KB relative information score
891.8702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1629
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
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9228
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2723
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7849
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1255.5272
UserCPU time millis
4542.834
UserCPU time millis testing
2.299
UserCPU time millis training
4540.535