Run
522775

Run 522775

Task 3618 (Supervised Classification) puma32H Uploaded 09-02-2016 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
0.6456
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2387.489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3542
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6458
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6458
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6458
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7085
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5952
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1904
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.906
UserCPU time millis testing
10.243
UserCPU time millis training
1.663