Will it be appropriate to include both statistical techniques/models/analysis along with Machine Learning models/techniques in a research paper?

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Cristian Ramos-Vera

Whether it is appropriate to include several analysis methodologies as a complement to the interpretation of the research results

Shirshendu Roy

Include only those relevant for justifying the goal of research. You can provide others as auppliment but be careful, it shouldn't confuse the reviewers and readers.