Run
477845

Run 477845

Task 3787 (Supervised Classification) humandevel Uploaded 30-11-2015 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
0.9477
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7692
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.8096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1628
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
130
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3255
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2953
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5905
Cross-validation details (10-fold Crossvalidation)