Run
518590

Run 518590

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

classif.mda(1)Learner classif.mda from package(s) !mda.
classif.mda(1)_keep.fittedFALSE
classif.mda(1)_start.methodlvq
classif.mda(1)_seed1
classif.mda(1)_kindMersenne-Twister
classif.mda(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
0.7423
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7865
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.485
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2406.7888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2134
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
0.7864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7866
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7866
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4619
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0144
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.847
UserCPU time millis testing
0.053
UserCPU time millis training
12.794