May 15, 2017

Beat the Streak Picks

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 recently update the models, and the results of those tests are here.

For 2017, I am just going to publish the Log5 hit averages and the NN probabilities with parks factored in. I am keeping track of the results here. I added a graph that gives a visual representation of the probability and success each day.

First, the Log5 Method picks:

0.321 — Kevin Pillar batting against Bartolo Colon
0.309 — Ezequiel Carrera batting against Bartolo Colon
0.305 — Justin Turner batting against Matt Cain
0.300 — Mike Trout batting against Mike Pelfrey
0.296 — Darwin Barney batting against Bartolo Colon
0.291 — Hernan Perez batting against Luis Perdomo
0.287 — Josh Donaldson batting against Bartolo Colon
0.286 — Manuel Pina batting against Luis Perdomo
0.285 — Travis Shaw batting against Luis Perdomo
0.284 — Kendrys Morales batting against Bartolo Colon
0.284 — Eric Thames batting against Luis Perdomo

There is an abbreviated schedule tonight, so Bartolo Colon and Lusi Perdomo don’t have much competition. Kevin Pillar is off to the best start of his career, and that brought him to the top of the Log5 list.

The NN with Park sees the top 10 like this:

0.321, 0.724 — Kevin Pillar batting against Bartolo Colon.
0.305, 0.723 — Justin Turner batting against Matt Cain.
0.268, 0.723 — Jean Segura batting against Sean Manaea.
0.300, 0.718 — Mike Trout batting against Mike Pelfrey.
0.277, 0.709 — Buster Posey batting against Brandon McCarthy.
0.281, 0.708 — J.T. Realmuto batting against Joe Musgrove.
0.283, 0.708 — Corey Seager batting against Matt Cain.
0.309, 0.706 — Ezequiel Carrera batting against Bartolo Colon.
0.258, 0.704 — A.J. Pollock batting against Zack Wheeler.
0.291, 0.701 — Hernan Perez batting against Luis Perdomo.

Jean Segura, tied with George Springer for the longest current hit streak, 13, makes this list. Kevin Pillar is the unanimous choice, however. Justin Turner is the consensus second choice, but is just 2 for 9 against Matt Cain. This is why you need to be careful looking at BVSP. It’s all small sample sizes. Note that Turner did not strike out against Cain, so he is putting the ball in play. If an extra ball had found a hole, Turner would look great against Cain. As always, your best choice will fail to get a hit 25% of the time.

Here is the daily list of longest current streaks of plate appearances without a hit:

Batter PA since Last Hit
Tyler Collins 29
Michael Freeman 26
Jarrod Saltalamacchia 23
Andrew Benintendi 22
Kyle Schwarber 21
Kyle Higashioka 20
Raul Mondesi 20
Ivan Nova 20
Luke Maile 20
JaCoby Jones 19
Conor Gillaspie 19
Johnny Cueto 18
Cameron Maybin 18
Christopher Herrmann 17
Alex Gordon 17
Jeimer Candelario 17
Alen Hanson 16
Jace Peterson 16
Mitch Moreland 16
Scott Feldman 16
Matt Harvey 15
Robbie Grossman 15
Bronson Arroyo 15
Edwin Encarnacion 15
Yangervis Solarte 15
Greg Bird 15
Amir Garrett 14
Cristhian Adames 14
Jimmy Nelson 14
Tyler Anderson 14
Shin-Soo Choo 14
Daniel Robertson 13
Jeremy Hellickson 13
J.T. Riddle 13
Gorkys Hernandez 13
Chris Coghlan 13
Dee Gordon 12
Austin Romine 12
Matthew Szczur 12
Taijuan Walker 12
Alex Avila 12
Anthony Rizzo 12
Leonys Martin 12
Ryan Schimpf 12
Travis D'Arnaud 12
Jhonny Peralta 12
Jose Iglesias 11
Jaime Garcia 11
Daniel Santana 11
Daniel Straily 11
Tanner Roark 11
Craig Gentry 11
R.A. Dickey 11
Julio Teheran 11
Starling Marte 11
Bartolo Colon 10
Daniel Murphy 10
Miguel Cabrera 10
Yandy Diaz 10
Miguel Montero 10
Omar Narvaez 10
James Gosewisch 10
Dan Vogelbach 10
Kole Calhoun 10
Christian Arroyo 10
Mike Foltynewicz 10
Jered Weaver 10
Kyle Hendricks 10

Good luck!

4 thoughts on “Beat the Streak Picks

  1. David Pinto Post author

    Jordan » Wil Myers has a Log5 hit average of .279. His NN with Park probability of getting a hit in the game is .682. He is not that far off the top of the NN list, probably around 20th if you eliminate people on the disabled list.

    Cruz has a Log5 hit average of .235. His NN with Park probability of getting a hit in the game is .669. Sean Manaea’s hit average parameters are .192 for this year, .214 for 2015-2017. In this case, that’s his two year career. This season he’s walking a lot of batters, but giving up very few hits.

    ReplyReply
  2. Jordan

    David, thank you for the response. This is Manea’s first game back from the DL. I wonder how sharp he will be and if he will have a pitch limit.

    ReplyReply

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