Run
8777389

Run 8777389

Task 34536 (Supervised Classification) Internet-Advertisements Uploaded 05-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1072
mlr.classif.ranger(9)_mtry872
mlr.classif.ranger(9)_min.node.size455
mlr.classif.ranger(9)_sample.fraction0.337373108766042
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(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
0.9676
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8343
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2284.0526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0678
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
0.9601
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9597
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9597
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2814
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1786
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5146
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1743.8014
UserCPU time millis
1098.817
UserCPU time millis testing
1.362
UserCPU time millis training
1097.455