The Raga system is a method of organizing tunes based on natural principles. Each raga has a distinct image which defines a raga. Raga falls into two categories the Melakarta and the derived ragas. There are 72 Melakarta ragas. The classification of the input signal into raga can be done based on pitch, inharmonicity, energy, pulse clarity, brightness and roll off. In this work the input is classified as Bhairavi or Mohanam. The selection of features and the efficiency of classification techniques has also been discussed.