Machine Learning, Statistics, Regression, Ridge Regression, Linear Regression.
set to a very large number like 100000, then the slope of the best fit line would be very close to 0. Not exactly zero, but very close to it. This new term penalizes the large slope values by giving those values a high Cost Function value. This is done because large slope values can be a sign of