Run
509248

Run 509248

Task 40 (Supervised Classification) glass Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(3)_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
0.5369
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3287
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.5038
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1736
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.3925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8203
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4166
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2841
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.278
UserCPU time millis testing
0.046
UserCPU time millis training
0.232