Oct 22, 2019 - Sports
TrueHoop 2020 BPM projections
In an attempt to predict the 2019-20 NBA season's best players, Axios, TrueHoop and machine learning experts Harrison Chase and Anthony Liu have partnered to present the "2020 BPM projections."
How it works: Chase and Liu built smart models to predict a player's Box Plus-Minus (BPM) — similar to Real Plus-Minus — for the upcoming season.
- In short, BPM is a measure of a player's performance relative to league average on a per 100 possessions scale. +5 is roughly All-NBA level, 0 is league average, -2 is replacement level, -5 is really bad.
- For reference, the top 5 players according to BPM last season were James Harden (11.7), Giannis Antetokounmpo (10.8), Nikola Jokic (9.5), Anthony Davis (8.5) and LeBron James (8.1).
Worth noting: "Ben Simmons and Donovan Mitchell are projected to have career years. Andre Drummond and Draymond Green are expected to have bounce-back years (albeit not career years)," according to Chase and Liu.
- "Overall though, our model is definitely on the conservative side of things; it will be rare for it to predict any large jumps for players that already have high BPM."
Go deeper: To read more about the methodology, click here.