Run
509424

Run 509424

Task 9939 (Supervised Classification) vertebra-column Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(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
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8223
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7155
Cross-validation details (10-fold Crossvalidation)
KB relative information score
223.4048
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1183
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4165
Cross-validation details (10-fold Crossvalidation)
Number of instances
310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.4937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4562
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7539
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.69
UserCPU time millis testing
0.107
UserCPU time millis training
17.583