Run
520168

Run 520168

Task 3902 (Supervised Classification) pc4 Uploaded 05-02-2016 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
0.5286
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0909
Cross-validation details (10-fold Crossvalidation)
KB relative information score
381.3894
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8772
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5717
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3504
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0703
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.034
UserCPU time millis testing
0.084
UserCPU time millis training
2.95