Run
8776437

Run 8776437

Task 3485 (Supervised Classification) scene 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.trees1105
mlr.classif.ranger(9)_mtry23
mlr.classif.ranger(9)_min.node.size89
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.226865714299493
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
0.915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8046
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
468.2142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2278
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
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8513
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8159
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1712.9346
UserCPU time millis
32.186
UserCPU time millis testing
0.692
UserCPU time millis training
31.494