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  • It should be noted that all the parameters of the model including number of Gaussians required to capture the inherent variations in a class are learnt automatically from the training data. [0066] According to the mixture of Gaussian model, the class conditional density is given by, p ??? ( y / ?? ) = ??? m = 1 M ??? p ??? ( y / m , ?? ) ??? P ??? ( m / ?? ) ( Eq . ??? 11 ) [0067] where y is a dat
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