The Paper is structured in the following manner- Section II discusses the work flow of the overall process to design a well-defined and high performance methodology. Feature extraction in detail is discussed in section III. Section IV is about the methodology used for Pairwise Ranking followed by section V. Section V discussed Classification model which have been used to validate pairwise ranking outcome. Section VI provides a detailed outcome of the performed experiment and finally concluding remark is in section VII.