Run
518603

Run 518603

Task 9952 (Supervised Classification) phoneme Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(2)Learner classif.qda from package(s) MASS.
classif.qda(2)_seed1
classif.qda(2)_kindMersenne-Twister
classif.qda(2)_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
0.7826
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5239
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2411.9867
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.213
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.787
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.787
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5136
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0135
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.43
UserCPU time millis testing
0.034
UserCPU time millis training
0.396