Run
523781

Run 523781

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 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
0.5822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4473
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1723
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13912.0068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3477
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4645
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.4785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8072
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5896
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2706
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
73.534
UserCPU time millis testing
0.458
UserCPU time millis training
73.076