Run
8638531

Run 8638531

Task 145854 (Supervised Classification) nomao Uploaded 11-12-2017 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.trees1716
mlr.classif.ranger(9)_mtry14
mlr.classif.ranger(9)_min.node.size951
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.491961644892581
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
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.934
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24681.8337
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.124
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3039
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2223
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4922
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.1765
UserCPU time millis
579.456
UserCPU time millis testing
13.281
UserCPU time millis training
566.175