Run
523354

Run 523354

Task 219 (Supervised Classification) electricity Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(5)_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
0.7548
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7665
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5195
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23737.3744
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2303
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7695
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4799
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9709
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
42.596
UserCPU time millis testing
0.105
UserCPU time millis training
42.491