Run
512428

Run 512428

Task 9894 (Supervised Classification) heart-h 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
0.7055
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6465
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
97.9486
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1306
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6281
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5832
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0839
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.181
UserCPU time millis testing
4.43
UserCPU time millis training
14.751