Questions tagged [unlabeled-datasets]

For questions related to unlabelled datases.

4 questions
10
votes
1 answer

How to deal with a small amount of labeled samples?

I'm trying to develop skills to deal with very small amounts of labeled samples (250 labeled/20000 total, 200 features) by practicing on Kaggle "Don't Overfit" dataset (Traget_Practice have provided all 20,000 Targets). I've read a ton of papers and…
3
votes
1 answer

Given a set of images that are not divided into groups, which algorithm should I use to do that?

I'm a complete newbie to NNs, and I need your advice. I have a set of images of symbols, and my goal is to categorize and divide them into groups of symbols that look alike. Without teaching NN anything about the data. What is the best way to do…
3
votes
1 answer

How to do machine translation with no labeled data?

Is it be possible to train a neural network, with no parallel bilingual data, for machine translation?
0
votes
0 answers

ML Network Traffic Classification Problem

I am hoping for suggestions or advice as to whether ML offers a suitable solution to the below problem. I am not so familiar with ML techniques so apologies if this is a straight forward question. I have a capture of network traffic which represents…