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. 2017 Aug 21;66(1):149–153. doi: 10.1093/cid/cix731

Figure 1.

Figure 1.

Traditional vs. machine learning (ML) approach. In a traditional approach to data analysis, one starts with the model as input to the machine. In an ML (or data-driven) approach, one starts with the data and outputs a model that can then be applied to new data.