Run
545715

Run 545715

Task 3654 (Supervised Classification) fri_c1_100_10 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
0.7108
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7103
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.42
Cross-validation details (10-fold Crossvalidation)
KB relative information score
41.6994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.29
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7118
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.71
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5821
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.079
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.869
UserCPU time millis testing
0.012
UserCPU time millis training
0.857