Run
8766836

Run 8766836

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 31-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees979
mlr.classif.ranger(16)_mtry1289
mlr.classif.ranger(16)_min.node.size120
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.676037972024642
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8612
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2398.8331
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0563
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
0.9667
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9671
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9671
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2338
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1654
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1363.0519
UserCPU time millis
5286.098
UserCPU time millis testing
1.999
UserCPU time millis training
5284.099