Run
506553

Run 506553

Task 3540 (Supervised Classification) analcatdata_boxing1 Uploaded 20-01-2016 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
0.7766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5785
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.6388
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1833
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4557
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8167
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9362
Cross-validation details (10-fold Crossvalidation)
Recall
0.8167
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8977
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.054
UserCPU time millis testing
0.028
UserCPU time millis training
0.026