What is the best programming language for artificial intelligence purposes? Mind that using suggested language I must be able to employ any AI technique (or at least most of them).

I am currently strugeling with a machine learning problem whereas I have to deal with great unbalanced data sets. That is, there are six classes ( 1 , 2 ... 6 ). Unfortunately there are e.g. for class ...

In terms of artificial intelligence and machine learning, what is the difference between supervised and unsupervised learning? Can you provide a basic, easy explanation with an example?

I have a image with horizontal and vertical lines. In fact, this image is the BBC website converted to horizontal and vertical lines. My problem is that I want to be able to find all the rectangles in ...

I m using the explorer feature of Weka for classification. So I have my .arff file, with 2 features of NUMERIC value, and my class is a binary 0 or 1 (eg {0,1}). Sample: @RELATION summary @...

I want to implement a simple SVM classifier, in the case of high-dimensional binary data (text), for which I think a simple linear SVM is best. The reason for implementing it myself is basically that ...

According to this FAQ the model format in libsvm should be straightforward. And in fact it is, when I call just svm-train. As an example, the first SV for the a1a dataset is 1 3:1 11:1 14:1 19:1 39:...

I am playing with some neural network simulations. I d like to get two neural networks sharing the input and output nodes (with other nodes being distinct and part of two different routes) to compete. ...