Regularization is like a parent, always trying to tame the wild child of your model. It's like that one aunt who's always saying "no" to the things you want to do, but deep down, she's just trying to keep you safe.
Imagine your model is a teenager who's trying to learn to code, but keeps writing spaghetti code that's as messy as a teenager's room. Regularization comes along and says "no, no, no, clean up that mess! Use a for loop, not a million nested ifs!" And just like a parent, regularization is always on your case, always making sure you're following the rules.
But just like how you can rebel against your parents, your model can rebel against regularization. And just like how your parents are always trying to get you to do chores, regularization is always trying to get your model to do more work. It's a never-ending battle of wills, but someone's gotta win.
So, if you want to make regularization happy, just remember: it's like having a parent who's always trying to keep you in line. Don't make a mess, and it'll be a breeze.
Regularization is like a Parent's Worst Nightmare