GSoC/GCI Archive
Google Summer of Code 2015 HPCC Systems®

HPCC Systems - Add statistics to Linear and Logistic Regression Module

by Sarthak Jain for HPCC Systems®

This proposal is to provide automated statistics for Linear and Logistic Regression Modules in ECL-ML Project. Following Statistics are added : For Linear Regression : 1) T statistic and and P Value for each beta, 2) Adjusted R-squared, 3) P Value for the F statistic. For Logistic Regression: 1) Chi-Squared, 2) P Values, 3) Standard Error, 4) Confidence levels for each beta