For every machine learning (ML) challenge, there are innumerable models and techniques to find the relevant solution. But while it is beneficial to have alternatives, picking an appropriate model is essential. Though there are several performance indicators for evaluation, not all solutions are designed for all problems. As such, it is pertinent to understand how to choose the right model for a problem…