Run
8866124

Run 8866124

Task 145861 (Supervised Classification) one-hundred-plants-texture Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4744
Cross-validation details (10-fold Crossvalidation)
KB relative information score
915.588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.011
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6438
Cross-validation details (10-fold Crossvalidation)
Recall
0.4797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5543
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0897
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.902
Cross-validation details (10-fold Crossvalidation)