Run
8741417

Run 8741417

Task 3485 (Supervised Classification) scene Uploaded 29-12-2017 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.trees1832
mlr.classif.ranger(9)_mtry287
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.184412288363092
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
0.9654
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9239
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7231
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1179.0063
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1631
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9353
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9306
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2426
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6328
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1728.9285
UserCPU time millis
684.761
UserCPU time millis testing
1.332
UserCPU time millis training
683.429