Run
515672

Run 515672

Task 3850 (Supervised Classification) collins Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(3)_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.

20 Evaluation measures

Area under ROC curve
0.7438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9058
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6151
Cross-validation details (10-fold Crossvalidation)
KB relative information score
311.9045
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2697
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.918
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6375
Cross-validation details (10-fold Crossvalidation)
Recall
0.918
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2864
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7811
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.558
UserCPU time millis testing
0.077
UserCPU time millis training
0.481