Run
511488

Run 511488

Task 11 (Supervised Classification) balance-scale 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
0.9139
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8279
Cross-validation details (10-fold Crossvalidation)
KB relative information score
470.02
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0619
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3798
Cross-validation details (10-fold Crossvalidation)
Number of instances
625
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9072
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3212
Cross-validation details (10-fold Crossvalidation)
Recall
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1629
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2487
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.571
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.428
UserCPU time millis testing
0.336
UserCPU time millis training
0.092