Run
8693866

Run 8693866

Task 3485 (Supervised Classification) scene Uploaded 26-12-2017 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.trees447
mlr.classif.ranger(9)_mtry92
mlr.classif.ranger(9)_min.node.size348
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.900730858044699
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
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6273
Cross-validation details (10-fold Crossvalidation)
KB relative information score
929.6562
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1899
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
0.9183
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2696
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7031
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1759.9848
UserCPU time millis
115.734
UserCPU time millis testing
0.607
UserCPU time millis training
115.127