Machine Learning Suggestions [closed]

Question

I have data of a lot of students who got selected by some colleges based on their marks. Iam new to machine Learning. Can I have some suggestions how can I add Azure Machine Learning for predicting the colleges that they can get based on their marks

Answer 1

Try a multi-class logistic regression - also look at this https://gallery.cortanaanalytics.com/Experiment/da44bcd5dc2d4e059ebbaf94527d3d5b?fromlegacydomain=1

Answer 2

Apart from logistic regression, as @neerajkh suggested, I would try as well One vs All classifiers. This method use to work very well in multiclass problems (I assume you have many inputs, which are the marks of the students) and many outputs (the different colleges).

To implement one vs all algorithm I would use Support Vector Machines (SVM). It is one of the most powerful algorithms (until deep learning came into the scene, but you don't need deep learning here)

If you could consider changing framework, I would suggest to use python libraries. In python it is very straightforward to compute very very fast the problem you are facing.

Answer 3

use randomforesttrees and feed this ML algorithm to OneVsRestClassifer which is a multi class classifier