Run
516195

Run 516195

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

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(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
0.9694
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9389
Cross-validation details (10-fold Crossvalidation)
KB relative information score
932.8139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0101
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
0.946
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9444
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.4594
Cross-validation details (10-fold Crossvalidation)
Recall
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0611
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1005
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3496
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.206
UserCPU time millis testing
1.069
UserCPU time millis training
2.137