For some years, before the crash in '08, I practised this sort of idea in stock market investing - picking nothing but poorly known, speculative stocks. I did very well even though 4 out 5 stocks usually failed, as the 5th more than made up for the small losses incurred selling out of the failures.
It's an interesting approach to life. But not to everyone's taste.