What are other tools similar to LibSVM, SVM-Light? I am looking for tools for other algorithms like kNN, Neural Networks, etc.
Dear Farhan,
The best way is to download a chemometrics toolbox (google it).
Regards.
Ludovic.
For Neural Networks, as far as I know, Matlab software itself has such a toolbox
RandomForest:http://www.stat.berkeley.edu/~breiman/RandomForests/
ELM:http://www.extreme-learning-machines.org/
The above machine learning algorithm toolboxes are what I have used in my own research.
For Python you can use scikit learn. It is a large collection of different machine learning algorithms that are easy to use:
http://scikit-learn.org/stable/
Dear /farhan,
There are many classifiers algorithm in "weka" toolbox! it may help you.
Best regard,
Hamid
Thanks all for your response.
@Hamid Sami Does weka have any license limitations ? I have about 40k features and RapidMiner gives message that it cannot use than more than 1GB RAM in free license.
Border pairs method and bipropagation are two my new very powerful algorithms. Much better than backpropagation. If something is unclear I will explain with pleasure. Please cite me.
Article Border Pairs Method—constructive MLP learning classification algorithm
Chapter Advances in Machine Learning Research
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