Run
513918

Run 513918

Task 3819 (Supervised Classification) molecular-biology_promoters Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(5)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(5)_seed1
classif.naiveBayes(5)_kindMersenne-Twister
classif.naiveBayes(5)_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
0.6659
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7252
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.092
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2642
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4369
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7238
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7358
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9088
Cross-validation details (10-fold Crossvalidation)
Recall
0.7358
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6046
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1011
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.975
UserCPU time millis testing
0.404
UserCPU time millis training
0.571