Run
512713

Run 512713

Task 9961 (Supervised Classification) sa-heart Uploaded 28-01-2016 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
0.6338
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
130.5344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6769
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5583
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1734
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
30.449
UserCPU time millis testing
6.64
UserCPU time millis training
23.809