Run
523011

Run 523011

Task 6 (Supervised Classification) letter Uploaded 10-02-2016 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
0.5371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0953
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0743
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1988.7707
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0684
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.1584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.1105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2616
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3603
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
105.823
UserCPU time millis testing
0.212
UserCPU time millis training
105.611