You can remember the meaning of 判决 with this easy mnemonic:
The judgment will be made by the court, who will judge (判) and decide (决) if you are guilty or innocent.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.