Run
516771

Run 516771

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 29-01-2016 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
0.5765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
261.8419
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2625
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.34
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3436
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3436
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8324
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2903
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.002
UserCPU time millis testing
0.789
UserCPU time millis training
0.213