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Table 5 Percent accuracy of the classifiers for each taxonomic unit (10-fold cross validation) on the original data set

From: LAF: Logic Alignment Free and its application to bacterial genomes classification

Level RIPPER RIDOR PART DMB SVM NN Avg ±std.dev  
Species - - - - - - -  
Genus 54.17 47.67 50.17 48.54 - 73.04 45.60 ±24.2  
Order 69.82 62.25 67.05 63.78 85.37 85.68 72.32 ±10.5  
Class 75.08 69.92 71.76 72.05 88.43 89.10 77.72 ±8.7  
Phylum 75.85 70.99 56.77 71.45 85.93 86.08 74.51 ±8.2  
Avg ±std.dev 68.73 ±10.0 62.71 ±10.7 61.44 ±9.7 63.96 ±11 64.93 ±43.3 83.48 ±7.1 67.54 ±14.8  
  1. The best performances are highlighted in bold for each taxon