User:Ps roy

$$LL(D) = \sum_{i=1}^n \mbox{log}(P(\mathbf{l}_{(i)}|\mathbf{o}_{(i)})) - \sum_{j=1}^m \frac{\lambda_j^2} {2 \sigma^2}$$