Run
515909

Run 515909

Task 39 (Supervised Classification) sonar 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
0.7263
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4555
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.2656
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2692
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7312
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7308
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.7308
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5409
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0401
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
115.22
UserCPU time millis testing
0.035
UserCPU time millis training
115.185