You can remember the meaning of 毛病 with this easy mnemonic:
It is not my fault that I got sick. How am I supposed to know that raccoon fur (毛) could cause this ailment (病)?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.