Run
514691

Run 514691

Task 9969 (Supervised Classification) thoracic-surgery 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
0.5248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7711
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0548
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-28.4296
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.217
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2546
Cross-validation details (10-fold Crossvalidation)
Number of instances
470
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.783
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6109
Cross-validation details (10-fold Crossvalidation)
Recall
0.783
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8526
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4659
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3085
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.552
UserCPU time millis testing
0.378
UserCPU time millis training
0.174