Anybody tried something similar with SVM or random forest?
I did make the site and I'm still working on improving it. Idk what SVM or random forest are though
I believe SVM (Support Vector Machines) could give a better prediction since neural networks tend to overfit. Past behaviour doesn't predict future results and all that.
I don't know much about support vector machines but I'll look into them, although overfitting is not really a problem for me with this.
Past behavior does predict future behavior to a degree though. However, it is not always accurate or simple to calculate. This isn't a characteristic of the fact that it's a neural network vs support vector machine though - it's a limitation of the input data that I'm using. Because what you say is partially true, I am looking into using additional forms of data that could potentially indicate price, and how this data could be implemented as inputs in a neural network or as part of some other function that would help calculate predictions.