Run
496340

Run 496340

Task 3724 (Supervised Classification) vinnie Uploaded 03-12-2015 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
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7629
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.7955
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4024
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4997
Cross-validation details (10-fold Crossvalidation)
Number of instances
380
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.7658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8054
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4224
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8452
Cross-validation details (10-fold Crossvalidation)