Statistical chart that changed my approach to analytics for machine vision

My buddy (the brilliant) Andrew B. posted the following image on his Twitter feed along with a link to the article from which it came. Those who work in this arena will understand. I get angsty about whether I have chosen the right model. Most of the time, it turns out that, if I did not chose the best one, I got pretty close. Thanks Andrew.

Which model should I use?

About Dad

Married Christian man with two children, one in graduate school and one working. Oregonian (family arrived in 1846 along the Applegate Trail). Living and working from home in Washington state. Lived in North Carolina for seven years, Texas several times and South Florida amoung other places--kids graduated from NCSU, LOVE North Carolina and NCSU, Texas and South Florida). Judo Shodan. Graduate of Oregon State University (B.S. Business Administration, Marketing), Oregon Institute of Techonology (A.E. Computer Systems Engineering Technology), University of Texas at El Paso (M.S. Industrial Engineering). Computer Vision Research Consultant. Bilingual English/Spanish.

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