1. Then the final outcomes will be more promising. My generalized and extended regression algorithm processing procedure is: 1. Selection of data according to specific criteria, 2. Convert the file to numerical format from text if exist, 3. Combine columns into a new file, 4. Eliminate any "NA" by using data's mean value, 5. Random sampling (more than one time) from the immediate data, 6. Train the software for more than one output decision trees (GBM), 7. Standardization for Gaussian model, 8. Take logarithm for skewed, 9;pulse or its negation to calibrate the regression models for the prediction of such future pulses in ground motions,2011
2. Hip-hop-ization : localizing a global youth culture : the remix