Run
520098

Run 520098

Task 3486 (Supervised Classification) spectrometer Uploaded 05-02-2016 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
0.6975
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.405
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.391
Cross-validation details (10-fold Crossvalidation)
KB relative information score
197.7224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0242
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0396
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4339
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.42
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.8467
Cross-validation details (10-fold Crossvalidation)
Recall
0.42
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1406
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1056
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
8.217
UserCPU time millis testing
4.985
UserCPU time millis training
3.232