Run
514860

Run 514860

Task 3706 (Supervised Classification) stock Uploaded 28-01-2016 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
0.7063
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.705
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4116
Cross-validation details (10-fold Crossvalidation)
KB relative information score
389.3948
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2947
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4996
Cross-validation details (10-fold Crossvalidation)
Number of instances
950
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7078
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9995
Cross-validation details (10-fold Crossvalidation)
Recall
0.7053
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5899
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4998
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0862
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.943
UserCPU time millis testing
0.789
UserCPU time millis training
0.154