Run
509425

Run 509425

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

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(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
0.7236
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
138.2976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.229
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
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.771
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9084
Cross-validation details (10-fold Crossvalidation)
Recall
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5236
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4786
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0238
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.078
UserCPU time millis testing
0.133
UserCPU time millis training
0.945