Run
508794

Run 508794

Task 9948 (Supervised Classification) heart-switzerland 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
0.5874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4133
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1756
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.8734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2309
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4156
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4228
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.4228
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.804
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4805
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2709
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.223
UserCPU time millis testing
0.063
UserCPU time millis training
0.16