Run
520275

Run 520275

Task 3903 (Supervised Classification) pc3 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.5863
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8802
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2471
Cross-validation details (10-fold Crossvalidation)
KB relative information score
471.9583
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0966
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9034
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.9034
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5245
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3108
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0254
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
83.858
UserCPU time millis testing
8.248
UserCPU time millis training
75.61