Run
522929

Run 522929

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(6)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(6)_seed1
classif.naiveBayes(6)_kindMersenne-Twister
classif.naiveBayes(6)_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
0.5007
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-11986.7522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.6897
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3103
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.3103
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.615
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.8305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7972
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
11.626
UserCPU time millis testing
10.293
UserCPU time millis training
1.333