Run
1666099

Run 1666099

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

weka.NBTree(6)Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.

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
0.994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9745
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5238.6075
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0163
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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9831
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9831
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2192
Cross-validation details (10-fold Crossvalidation)
Total cost