Run
506896

Run 506896

Task 9948 (Supervised Classification) heart-switzerland Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(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
0.4653
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1988
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0742
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12.4455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2667
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
0.1416
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.3333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9285
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3658
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.579
UserCPU time millis testing
0.314
UserCPU time millis training
1.265