Run
510949

Run 510949

Task 9947 (Supervised Classification) heart-long-beach Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_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
0.5254
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2743
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0523
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.142
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.288
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
0.2689
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.28
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1831
Cross-validation details (10-fold Crossvalidation)
Recall
0.28
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9366
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3919
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3693
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.22
UserCPU time millis testing
0.056
UserCPU time millis training
0.164