Run
523126

Run 523126

Task 3843 (Supervised Classification) optdigits Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.9727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9671
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5375.1129
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0059
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9941
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9941
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0766
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2534
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.754
UserCPU time millis testing
0.4
UserCPU time millis training
6.354