You can remember the meaning of 取消 with this easy mnemonic:
I always take (取) on too much responsibility and consume (消) myself in anxiety. I need to cancel some of these jobs.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.