Run
508432

Run 508432

Task 3497 (Supervised Classification) grub-damage Uploaded 27-01-2016 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
0.6329
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2665
Cross-validation details (10-fold Crossvalidation)
KB relative information score
51.8215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2645
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3638
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.471
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9281
Cross-validation details (10-fold Crossvalidation)
Recall
0.471
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4263
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5143
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2064
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.055
UserCPU time millis testing
3.92
UserCPU time millis training
21.135