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In several problems of portfolio selection the reward-risk ratio criterion is optimized to search for a risky portfolio offering the maximum increase of the mean return, compared to the risk-free investment opportunities. We analyze such a model with the CVaR type risk measure. Exactly the deviation type of risk measure must be used, ie the so-called conditional drawdown measure. We analyze both the theoretical properties (SSD consistency) and the computational complexity (LP models).