Run
8676437

Run 8676437

Task 6566 (Supervised Classification) Internet-Advertisements Uploaded 24-12-2017 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.trees551
mlr.classif.ranger(9)_mtry1474
mlr.classif.ranger(9)_min.node.size36
mlr.classif.ranger(9)_sample.fraction0.759403598099016
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2571.1685
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0455
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
0.9702
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9707
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.9707
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1887
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.347
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1547
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4457
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.4008
UserCPU time millis
2065.578
UserCPU time millis testing
1.296
UserCPU time millis training
2064.282