Run
8881106

Run 8881106

Task 9941 (Supervised Classification) wall-robot-navigation Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AdaBoostM1-NaiveBayes(1)A Weka KnowledgeFlow using AdaBoostM1-NaiveBayes.kf

Result files

xml
Description

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

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.9936
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9132
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4976.5996
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0356
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
0.9439
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9423
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7151
Cross-validation details (10-fold Crossvalidation)
Recall
0.9423
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1422
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3494
Cross-validation details (10-fold Crossvalidation)