Run
510954

Run 510954

Task 9947 (Supervised Classification) heart-long-beach 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
0.5878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3712
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.3856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.25
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Number of instances
200
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3738
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.813
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2758
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.755
UserCPU time millis testing
3.381
UserCPU time millis training
12.374