Linear Discriminant Analysis(LDA) implementation on Iris Dataset
LDA tries to solve Supervised Clasification Problem wherein the objective is not to understand variability of the data,but to maximize the separation known categories. In LDA the covariance matrix is substituted by a scatter matrix which captrues the characteristics between class and within class.