Run
516200

Run 516200

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

classif.PART(4)Learner classif.PART from package(s) RWeka.
classif.PART(4)_seed1
classif.PART(4)_kindMersenne-Twister
classif.PART(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
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.74
Cross-validation details (10-fold Crossvalidation)
KB relative information score
746.6991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.043
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
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.7636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.26
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2073
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7211
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.518
UserCPU time millis testing
0.726
UserCPU time millis training
2.792