Run
523334

Run 523334

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

classif.avNNet(6)Learner classif.avNNet from package(s) nnet.
classif.avNNet(6)_size3
classif.avNNet(6)_seed1
classif.avNNet(6)_kindMersenne-Twister
classif.avNNet(6)_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
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5304
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24208.7235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2253
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
0.7745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4611
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9603
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
211.958
UserCPU time millis testing
0.581
UserCPU time millis training
211.377