Run
511361

Run 511361

Task 3574 (Supervised Classification) rmftsa_sleepdata 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
0.5809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3682
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1626
Cross-validation details (10-fold Crossvalidation)
KB relative information score
256.4802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.27
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3514
Cross-validation details (10-fold Crossvalidation)
Number of instances
1024
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.46
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8507
Cross-validation details (10-fold Crossvalidation)
Recall
0.46
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7683
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4191
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2398
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.554
UserCPU time millis testing
0.474
UserCPU time millis training
0.08