In terms of artificial intelligence and machine learning, what is the difference between supervised and unsupervised learning? Can you provide a basic, easy explanation with an example?

I've read in several papers that K-nearest neighbor can be supervised or unsupervised learning. Is Knn always unsupervised when one use it for clustering and supervised when one used it for …

I see, so, is it like indirect system? I mean, in this example of music recommender, how will supervised learning look like, will it be a system that directly checks music types instead of …

Jul 28, 2015 · In supervised learning I have the typical train/test split to learn the algorithm, e.g. Regression or Classification. Regarding unsupervised learning, my question is: Is train/test …

Clustering is the part of unsupervised learning but not the only one. The only distinction between supervised and unsupervised learning is the access to labels (supervised) or lack of it …

Aug 30, 2021 · Similarly, you can use unsupervised learning to learn labels for your data, then use those labels for supervised learning. I have never heard of the bolded part before. How …

Mar 15, 2014 · Supervised Learning The computer is presented with inputs (independent variables) and associated labels indicating the class of the observation (dependent variable) …

May 29, 2018 · In unsupervised learning you don't have labels, you learn some kind of representation of the data from the data. So when neural network learns how to re-create, or …

May 18, 2021 · Autoencoder is an unsupervised learning method. How? I have searched / read many documents, they mention it (autoencoder) as unsupervised learning, but there is no …

Unsupervised clustering with unknown number of clusters Asked 13 years, 8 months ago Modified 3 years, 3 months ago Viewed 77k times