Run
523388

Run 523388

Task 9964 (Supervised Classification) semeion 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
0.7213
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4861
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4426
Cross-validation details (10-fold Crossvalidation)
KB relative information score
756.2976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
1593
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.4984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5573
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0558
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.441
UserCPU time millis testing
0.362
UserCPU time millis training
23.079