Run
522269

Run 522269

Task 3816 (Supervised Classification) splice Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(5)_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
0.9188
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2672.9422
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0809
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4993
Cross-validation details (10-fold Crossvalidation)
Number of instances
3190
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9191
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.999
Cross-validation details (10-fold Crossvalidation)
Recall
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4996
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2844
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5692
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
33.334
UserCPU time millis testing
0.653
UserCPU time millis training
32.681