Run
509453

Run 509453

Task 9940 (Supervised Classification) vertebra-column Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(3)_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
0.6943
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3969
Cross-validation details (10-fold Crossvalidation)
KB relative information score
116.5848
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2581
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4374
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7419
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9084
Cross-validation details (10-fold Crossvalidation)
Recall
0.7419
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5899
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0867
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.22
UserCPU time millis testing
0.04
UserCPU time millis training
0.18