I was having an idea for a software, which would make use of machine learning, and I started to code it. I got stuck at selecting the algorithm, since I'm not familiar with this field.
My use-case is:
For teaching, I'm collecting Wi-Fi data, and measure signal strength, like:
My network, 86% Neighbours network, 34% Other network, 23%
Then I assign 2 numbers to it, each between -1 and +1, so for example:
For the evaluation part, I give similar samples:
My network, 68% Neighbours network, 27% Other network, 36%
Then expect the algorithm to return something like:
I'm thinking it would be neural networks or pattern recognition, but these are really broad terms. I was hoping someone could tell me which algorithm(s) would cope well with this problem.