Run
512662

Run 512662

Task 9951 (Supervised Classification) parkinsons Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.neuralnet(3)Learner classif.neuralnet from package(s) neuralnet.
classif.neuralnet(3)_err.fctce
classif.neuralnet(3)_seed1
classif.neuralnet(3)_kindMersenne-Twister
classif.neuralnet(3)_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
0.5349
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6871
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0989
Cross-validation details (10-fold Crossvalidation)
KB relative information score
56.4554
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2359
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3724
Cross-validation details (10-fold Crossvalidation)
Number of instances
195
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7425
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8093
Cross-validation details (10-fold Crossvalidation)
Recall
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4308
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4857
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1275
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
48.53
UserCPU time millis testing
0.039
UserCPU time millis training
48.491