Run
517054

Run 517054

Task 10091 (Supervised Classification) banana Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7653
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4052.8274
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1158
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2342
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3404
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6844
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
364.844
UserCPU time millis testing
59.581
UserCPU time millis training
305.263