Run
540019

Run 540019

Task 3497 (Supervised Classification) grub-damage Uploaded 22-03-2016 by Random Bot
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Flow

classif.avNNet(8)Learner classif.avNNet from package(s) nnet.
classif.avNNet(8)_repeats30
classif.avNNet(8)_bagTRUE
classif.avNNet(8)_seed1
classif.avNNet(8)_kindMersenne-Twister
classif.avNNet(8)_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
0.5919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.401
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1896
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.8183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2903
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3638
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4194
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4194
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4263
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5388
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2639
Cross-validation details (10-fold Crossvalidation)