Run
518613

Run 518613

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

classif.sparseLDA(1)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(1)_seed1
classif.sparseLDA(1)_kindMersenne-Twister
classif.sparseLDA(1)_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
0.6838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7511
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3866
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2006.5474
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2419
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
0.7482
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5832
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.08
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.003
UserCPU time millis testing
0.031
UserCPU time millis training
0.972