Association Rule Learning (ARL) is like that one cousin who always shows up uninvited to family gatherings. It's not entirely sure why, but it just kind of does, you know? It's like, "Hey, let's just assume this thing is related to this other thing, even if we're not entirely sure why." And then it just goes on and on, like a weird, awkward relative who just can't seem to leave.
ARL is a type of unsupervised learning where the algorithm looks for patterns in the data, like a kid looking for hidden treasures in the attic.
1. The algorithm starts by looking for items that are likely to be related.
2. It then uses those items to make new predictions, like a kid making new rules for the house, even if mom said no.
3. And then it just keeps going, like a weird, uninvited cousin who just won't leave.
So, if you're looking for a method that's like that one cousin, Association Rule Learning is the way to go. Or not. We're not really sure.
Want to learn more? Check out our Deep Learning Guide.