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The support vector machines are the new statistical learning algorithm which is developed in recent years. They have some advantages in many regions like pattern recognition. The kernel function is important to its classification ability. This paper presents a crossbreed genetic algorithm based method to choose the kernel function and its parameters. The crossbreed genetic algorithm uses two fitness...
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