Why do we castrate animals?

Traditionally farmers or animal raisers do not castrate animals and both males and females are allowed to mix together. The result is that poor males are allowed to mate with the females and the young stock produced are not very good. Uncastrated males also fight so it is better to castrate the animals which are not the best for breeding.