Chapter 11. Improving Model Performance
When a sports team falls short of meeting its goal—whether it is to obtain an Olympic gold medal, a league championship, or a world record time—it must begin a process of searching for improvements to avoid a similar fate in the future. Imagine that you're the coach of such a team. How would you spend your practice sessions? Perhaps you'd direct the athletes to train harder or train differently in order to maximize every bit of their potential. Or, you might place a greater emphasis on teamwork, which could utilize the athletes' strengths and weaknesses more smartly.
Now imagine that you're the coach tasked with finding a world champion machine learning algorithm—perhaps to enter a competition, such as those ...
Get Machine Learning with R now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
