Run
485205

Run 485205

Task 3888 (Supervised Classification) grub-damage Uploaded 01-12-2015 by Rafael Gomes Mantovani
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Flow

classif.avNNet(1)Learner classif.avNNet from package(s) nnet.
classif.avNNet(1)_size3
classif.avNNet(1)_seed1
classif.avNNet(1)_kindMersenne-Twister
classif.avNNet(1)_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.

17 Evaluation measures

Area under ROC curve
0.7196
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2176
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.614
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3406
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
0.6622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.671
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.671
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7863
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0004
Cross-validation details (10-fold Crossvalidation)