Run
545710

Run 545710

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(5)_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
0.7468
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5033
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.9868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.24
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.76
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9869
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.106
UserCPU time millis testing
0.019
UserCPU time millis training
0.087