Table 2 Percent accuracy of the rule-based classifiers for each taxonomic unit (10-fold cross validation) on the filtered data set
From: LAF: Logic Alignment Free and its application to bacterial genomes classification
Level | RIPPER | RIDOR | PART | DMB | Avg ±std.dev |
|---|---|---|---|---|---|
Species | 93.21 | 97.33 | 96.36 | 97.61 | 96.13 ±2.0 |
Genus | 93.98 | 98.79 | 97.10 | 98.44 | 97.08 ±2.2 |
Order | 98.79 | 99.27 | 98.31 | 98.58 | 98.74 ±0.4 |
Class | 96.50 | 97.81 | 98.79 | 97.06 | 97.79 ±0.9 |
Phylum | 96.88 | 98.78 | 98.07 | 98.53 | 98.06 ±0.8 |
Avg ±std.dev | 95.87 ±2.2 | 98.40 ±0.8 | 97.72 ±1.0 | 98.24 ±0.4 | 97.55 ±1.0 |