Run
521977

Run 521977

Task 9978 (Supervised Classification) ozone-level-8hr Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(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
0.7497
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1598
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6870.3224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3106
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1186
Cross-validation details (10-fold Crossvalidation)
Number of instances
2534
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6894
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3411
Cross-validation details (10-fold Crossvalidation)
Recall
0.6894
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.6185
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5573
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.2913
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.667
UserCPU time millis testing
5.755
UserCPU time millis training
0.912