Run
8885020

Run 8885020

Task 145865 (Supervised Classification) wall-robot-navigation Uploaded 13-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-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
0.7843
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
2261.1499
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2364
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
0.6264
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
0.7138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4069
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4371
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0742
Cross-validation details (10-fold Crossvalidation)