Run
518272

Run 518272

Task 9942 (Supervised Classification) wall-robot-navigation Uploaded 30-01-2016 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
0.9219
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8361
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4658.8153
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.055
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3312
Cross-validation details (10-fold Crossvalidation)
Number of instances
5456
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8949
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.89
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.89
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5762
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.437
UserCPU time millis testing
1.35
UserCPU time millis training
0.087