Run
1672467

Run 1672467

Task 9960 (Supervised Classification) wall-robot-navigation Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.Bagging_NaiveBayes(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(9)_P100
weka.Bagging_NaiveBayes(9)_S1
weka.Bagging_NaiveBayes(9)_num-slots1
weka.Bagging_NaiveBayes(9)_I10
weka.Bagging_NaiveBayes(9)_Wweka.classifiers.bayes.NaiveBayes

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.789
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2278.2721
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2355
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
0.6285
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5286
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.5286
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4343
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0672
Cross-validation details (10-fold Crossvalidation)