I am new to concepts of random forest. Can someone provide relevant sites where I could get learn more about using random forests to learn incoming data like an online algorithm?
The following papers present various concepts about online random forests.
Mondrian Forests: Efficient Online Random Forests contains material about the random forest.
The Mondrian Process contains more theoretical background about the underlying process.
And there are some implementations available on github :
Python, this implementation corresponds to the papers https://github.com/balajiln/mondrianforest
C++ this one is based on other publications https://github.com/amirsaffari/online-random-forests