Run
516206

Run 516206

Task 3022 (Supervised Classification) vowel Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.9917
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
974.4038
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0028
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
0.9854
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0167
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1826
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
86.217
UserCPU time millis testing
0.689
UserCPU time millis training
85.528