Run
7022274

Run 7022274

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 03-09-2017 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)_eta0.0457946813762372
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight1.80089304049949
mlr.classif.xgboost(9)_subsample0.888023445871659
mlr.classif.xgboost(9)_colsample_bytree0.556866578990594
mlr.classif.xgboost(9)_colsample_bylevel0.0440601138398051
mlr.classif.xgboost(9)_lambda68.6800856499156
mlr.classif.xgboost(9)_alpha0.0291033592399772
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1346
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
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9612
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8315
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2358.0438
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0711
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
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2949
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1728
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1306.1666
UserCPU time millis
2108.454
UserCPU time millis testing
2.204
UserCPU time millis training
2106.25