Run
519004

Run 519004

Task 3586 (Supervised Classification) abalone Uploaded 04-02-2016 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
0.7348
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7346
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4695
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1960.9588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2653
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7352
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7347
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7347
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5305
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.515
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0301
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.572
UserCPU time millis testing
1.439
UserCPU time millis training
0.133