Run
545714

Run 545714

Task 3555 (Supervised Classification) prnn_synth Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.neuralnet(4)Learner classif.neuralnet from package(s) neuralnet.
classif.neuralnet(4)_seed1
classif.neuralnet(4)_kindMersenne-Twister
classif.neuralnet(4)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.712
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.144
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3795
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7589
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.678
UserCPU time millis testing
0.009
UserCPU time millis training
25.669