Look for cabbage heads that are heavy for their size and free of blemishes. They should be compact and with tightly packed leaves. When you get it home, remove any wilted leaves and store the head in a plastic bag in your refrigerator crisper for up to two weeks. Once you cut it, you should use it within a few days.