How to Interpret an Anonymous Bacterial Genome: Machine Learning Approach to Gene Identification

Table 1.

False-Negative Prediction Error Rates for Optimal Orders of the Root and GenBank Models for 10 Species

Species name Root model GenBank model
optimal order error rate optimal order error rate
Archaeolglobus fulgidus 3 0.096 5 0.087
Bacillus subtilis 4 0.133 5 0.119
Escherichia coli 4 0.137 5 0.113
Haemophilus influenzae 3 0.073 4 0.077
Helicobacter pylori 3 0.077 5 0.082
Mycoplasma genitalium 3 0.122 4 0.105
Methanococcus jannaschii 3 0.067 4 0.060
Mycoplasma pneumoniae 3 0.112 5 0.104
Methanobacterium thermoautotrophicum 4 0.098 5 0.084
Synechocystis 4 0.122 5 0.120

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  1. Genome Res. 8: 1154-1171

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