Run
519619

Run 519619

Task 36 (Supervised Classification) segment 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
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7773
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1803.8469
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.058
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2369
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2409
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6883
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.079
UserCPU time millis testing
1.778
UserCPU time millis training
0.301