Run
516188

Run 516188

Task 3022 (Supervised Classification) vowel Uploaded 28-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7567
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7378
Cross-validation details (10-fold Crossvalidation)
KB relative information score
744.6196
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0433
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1653
Cross-validation details (10-fold Crossvalidation)
Number of instances
990
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.7616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7242
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.319
UserCPU time millis testing
0.553
UserCPU time millis training
20.766