Figure 3 | Scientific Reports

Figure 3

From: Accurate and rapid prediction of tuberculosis drug resistance from genome sequence data using traditional machine learning algorithms and CNN

Figure 3

Conversion of raw base counts at each locus of a 21-base reference window into normalized base counts as Conv1D input of each selected SNP feature. The raw base counts were derived from reference-reads alignment, as shown on the left of this figure. The center of the window is the locus of a selected SNP feature. The normalized base counts at each locus are the percentage of the four DNA bases (ACGT), respectively.

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