For the past two years Baseball Musings tried to help with playing Beat the Streak. The Day by Day Database keeps track of hit streak of at least five games. In addition, two programs produce top ten lists of players with a high probability of a hit. If you find this useful, please support Baseball Musings with a donation.
Here are the top picks my programs produced for use in Beat the Streak. This post mostly explains the ideas behind the calculations. In addition, this post shows tests on the Neural Network (NN). This post discusses an NN that includes the ballpark. I updated the models, and the results of those tests are here.
First, the Log5 Method picks:
With Ryan Zimmerman back on the illjured list, Kendrick should be getting more playing time for the Nationals. As always, make sure you check to see if he is starting. Hiura makes the list for the first time, I believe. At seasonal age 22, the rookie is raking with a .331/.391/.613 slash line, and his July numbers are even better. His hit average is still being regressed heavily for his three-year period, but he’s hitting so well he still ranks well above average.
Here are the neural network picks:
- 0.322, 0.746 — Howie Kendrick batting against Peter Lambert.
- 0.259, 0.733 — Jeff McNeil batting against Chris Paddack.
- 0.294, 0.733 — DJ LeMahieu batting against Kyle Gibson.
- 0.299, 0.726 — Christian Yelich batting against Tanner Roark.
- 0.294, 0.724 — Whit Merrifield batting against Dallas Keuchel.
- 0.306, 0.722 — Anthony Rendon batting against Peter Lambert.
- 0.274, 0.721 — Michael Brantley batting against Michael Fiers.
- 0.275, 0.720 — Charlie Blackmon batting against Stephen Strasburg.
- 0.290, 0.719 — Melky Cabrera batting against Dakota Hudson.
- 0.292, 0.715 — Javier Baez batting against Madison Bumgarner.
Both systems agree on Kendrick as the first choice. Christian Yelich is the consensus second choice. I’m not sure Yelich is a great pick, however. In his career against Roark he is 13 for 48 with 11 walks. So while Yelich has a lot of success against Roark, it’s just not necessarily by hits.
I do not guarantee results. Your best pick is going to have about a 25% chance of not getting a hit. Good luck!