Run
8781599

Run 8781599

Task 3485 (Supervised Classification) scene Uploaded 08-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees677
mlr.classif.ranger(16)_mtry265
mlr.classif.ranger(16)_min.node.size75
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.472872642450966
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9767
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9618
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8649
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1691.644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1051
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
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3572
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4832
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1373.6854
Total cost
UserCPU time millis
511.612
UserCPU time millis testing
0.836
UserCPU time millis training
510.776