Run
512048

Run 512048

Task 52 (Supervised Classification) heart-statlog 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
0.8217
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.2933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1741
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8396
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
13.824
UserCPU time millis testing
2.816
UserCPU time millis training
11.008