writing some Software

We have a paper and we want to convert it to code. We upload the paper ,flowchart to display how it process and data set which want to use it in testing, also we upload our attempt to code may be does not correct if you can modified or start from beginning. Farther more we want to do improvement by using another classifier which better than used in this paper or using another feature extraction like Gobar.