Run
545712

Run 545712

Task 3888 (Supervised Classification) grub-damage 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
0.6192
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.8107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3032
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6968
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.6968
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6999
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1843
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.325
UserCPU time millis testing
0.061
UserCPU time millis training
0.264