You can remember the meaning of 古怪 with this easy mnemonic:
I am only eccentric because someone cast an old (古) spell on me, so blame (怪) them.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.