Run
7129352

Run 7129352

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)_eta0.889125617432244
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight21.5332951251375
mlr.classif.xgboost(9)_subsample0.12996588323731
mlr.classif.xgboost(9)_colsample_bytree0.588482460007071
mlr.classif.xgboost(9)_colsample_bylevel0.691698123700917
mlr.classif.xgboost(9)_lambda0.0234322223145509
mlr.classif.xgboost(9)_alpha0.00233935033946292
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4414
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
0.7974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5677
Cross-validation details (10-fold Crossvalidation)
KB relative information score
651.9427
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1679
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
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9134
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9134
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6969
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2859
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8241
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1245.5213
UserCPU time millis
7817.718
UserCPU time millis testing
2.406
UserCPU time millis training
7815.312