Run
8845762

Run 8845762

Task 3485 (Supervised Classification) scene Uploaded 26-01-2018 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.trees288
mlr.classif.ranger(9)_mtry76
mlr.classif.ranger(9)_min.node.size67
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.520573342614807
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
0.9683
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1280.4864
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1538
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
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9339
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9339
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5228
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6128
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1849.9064
UserCPU time millis
66.238
UserCPU time millis testing
0.415
UserCPU time millis training
65.823