Description:This dissertation is concerned with data mining and knowledge extration from a and C4.5 algorithms which were implemented by the softwares MATLAB .. Waikato Environment for Knowledge Analysis .. (LIMPOS) e torná-los dados categóricos para tornar possível a interpretação dos mesmos nos.