Run
8470638

Run 8470638

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 04-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees432
mlr.classif.ranger(13)_mtry36
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.478889329498634
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9834
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9765
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2522.3347
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0552
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
0.977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9771
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2292
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1243.8144
UserCPU time millis
463.528
UserCPU time millis testing
8.228
UserCPU time millis training
455.3