Run
521591

Run 521591

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 06-02-2016 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
0.689
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5296
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3599
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2249.9467
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2371
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
0.6262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5258
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.5258
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7157
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4869
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1965
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.52
UserCPU time millis testing
4.584
UserCPU time millis training
0.936