Run
513854

Run 513854

Task 3495 (Supervised Classification) SPECT 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
0.7922
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
85.7382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.191
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3284
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5816
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.437
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0807
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.655
UserCPU time millis testing
0.365
UserCPU time millis training
0.29