Run
496172

Run 496172

Task 3765 (Supervised Classification) sleuth_case2002 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
0.6796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6249
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.257
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17.8665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4453
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
147
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9974
Cross-validation details (10-fold Crossvalidation)
Recall
0.6259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.894
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4696
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9409
Cross-validation details (10-fold Crossvalidation)