Machine Learning relates with the study, design and development of the algorithms that give computers the capability to learn without being explicitly programmed (definition of Arthur Samuel). Data Mining can be defined as the process that starting from apparently unstructured data tries to extract knowledge and/or unknown interesting patterns. During this process machine Learning algorithms are used.