Why does Churchill leave the Conservative Party as noted in the biography, Winston Churchill: A Penguin Life?

Churchill starts off in politics as a Conservative but leaves due to his stance on free trade, though he returns to the party when the Liberal Party begins to collapse. He leads the Conservative Party from the early forties through the mid-fifties.