Need of Machine Learning Model
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As it can be seen that there are numerous explanatory variables and they are co-related among each other(the co-relation matrix shown in *Fig A*). Thus using statistical or general analytical model would be cumbersome and inefficient to use for this scenario.

.. Topic:: Figure A

    .. figure:: ../heatmap.jpg
        :alt: Heat Map