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Figure 4 | BMC Bioinformatics

Figure 4

From: EFICAz2: enzyme function inference by a combined approach enhanced by machine learning

Figure 4

Prediction performance of different EFICAz implementations. For three-field (A, B) or four-field EC number classifiers (C, D), the average recall (A, C) and average precision (B, D) of the original EFICAz (green columns), EFICAz plus the new SVM-based components (blue columns) and EFICAz2 (red columns) is plotted at different intervals of maximal test to training sequence identity (MTTSI). The average of each performance indicator is done over all the EC numbers defined in the specified MTTSI interval (numbers at the bottom of each column). Details about the benchmark can be found in "Benchmarking of EFICAz2 version 10", in the Methods section. Statistically significant differences in performance are indicated by black lines under the corresponding columns (see "Statistical analyses", in the Methods section). Values on top of each column represent average +/- standard deviation.

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