Investing in other mutual fund categories for higher returns without paying attention to the extra risk could be a costly mistake for the investors. If you are happy with 10-12% returns offered by large cap mutual funds over a long period, you should invest in them. If you want to match the market returns, you may educate yourself about index schemes and invest in a large cap index scheme.
