Run
517143

Run 517143

Task 9941 (Supervised Classification) wall-robot-navigation Uploaded 29-01-2016 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
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4761.2875
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0478
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
0.9089
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9043
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9043
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1444
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2187
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.689
UserCPU time millis testing
2.508
UserCPU time millis training
0.181