Run
522080

Run 522080

Task 3688 (Supervised Classification) houses Uploaded 07-02-2016 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
0.5001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4118
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0001
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2327.1625
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4318
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4907
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9866
Cross-validation details (10-fold Crossvalidation)
Recall
0.5682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.88
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6571
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3266
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.942
UserCPU time millis testing
0.147
UserCPU time millis training
1.795