Run
518612

Run 518612

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

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(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
0.6819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7498
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3831
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1990.9536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.243
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
0.7468
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5858
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0825
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.774
UserCPU time millis testing
0.011
UserCPU time millis training
0.763