Given the following data, show ways to discretize Aspect Ratio $($K$)$ based on $($i$)$ Equal$-$width binning $(4$ bins$)($ii$)$ Equal frequency binning $(4$ bins$)($iii$)$ Entropy$-$based discretization. Bean class is the outcome class. You are provided with the following training data.