September 19, 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 updated 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. The sheet also includes a table that summarizes the length of positive and negative streaks.

First, the Log5 Method picks:

0.322 — Dee Gordon batting against Seth Lugo
0.319 — Jean Segura batting against Martin Perez
0.315 — Elvis Andrus batting against Mike Leake
0.311 — Adrian Beltre batting against Mike Leake
0.305 — Charlie Blackmon batting against Johnny Cueto
0.303 — Marcell Ozuna batting against Seth Lugo
0.303 — Robinson Cano batting against Martin Perez
0.301 — David Peralta batting against Travis Wood
0.301 — Gerardo Parra batting against Johnny Cueto
0.300 — Alex Presley batting against Daniel Gossett

It looks like the Rangers at the Mariners should produce ample opportunities for hits.

Here is how the NN with Park ranks the players:

0.322, 0.748 — Dee Gordon batting against Seth Lugo.
0.305, 0.743 — Charlie Blackmon batting against Johnny Cueto.
0.267, 0.741 — Jose Altuve batting against Lucas Giolito.
0.294, 0.740 — Daniel Murphy batting against Luiz Gohara.
0.319, 0.738 — Jean Segura batting against Martin Perez.
0.296, 0.734 — DJ LeMahieu batting against Johnny Cueto.
0.301, 0.732 — Gerardo Parra batting against Johnny Cueto.
0.315, 0.732 — Elvis Andrus batting against Mike Leake.
0.311, 0.729 — Adrian Beltre batting against Mike Leake.
0.295, 0.728 — Avisail Garcia batting against Collin McHugh.

Gordon is hot, with eight hits in his last three games, and hits in 15 of 16 games he played in September. Blackmon and Segura are tied for consensus second choice.

As always, your best pick will fail to get a hit about 25% of the time.

Here is the daily list of active streaks of plate appearances without a hit, with pitchers eliminated:

Batter PA since Last Hit
Arismendy Alcantara 24
Logan Morrison 24
Aaron Hill 23
Jarrod Saltalamacchia 23
Steven Souza 22
Jorge Soler 22
Kyle Higashioka 20
Matt Wieters 20
Richard Urena 20
Taylor Featherston 19
A.J. Ellis 19
Mark Zagunis 18
Alex Mejia 17
Ronald Torreyes 16
Paul Janish 15
Chase D'Arnaud 15
Dustin Pedroia 15
Joc Pederson 15
Ryan Schimpf 14
Cristhian Adames 14
Francisco Cervelli 14
Tom Murphy 14
Miguel Montero 14
Emilio Bonifacio 14
Nomar Mazara 14
Taylor Motter 13
Lewis Brinson 13
Yan Gomes 13
Stephen Drew 13
Rajai Davis 13
Stuart Turner 13
Jett Bandy 13
Nolan Fontana 13
Zach Granite 13
Chris Coghlan 13
Ryan McMahon 12
Willie Calhoun 12
Jayson Werth 12
Jose Iglesias 12
Adam Rosales 12
Daniel Robertson 12
Buster Posey 12
Carlos Sanchez 12
Martin Prado 12
Nick Ahmed 12
Jarrod Dyson 12
Nick Hundley 11
Jordan Luplow 11
Brock Stassi 11
Matt Chapman 11
Rougned Odor 11
Juan Lagares 11
Max Kepler 11
Hanley Ramirez 11
Ozzie Albies 11
Mitch Moreland 11
Lucas Duda 11
Scott Van Slyke 11
Brad Miller 11
Danny Ortiz 11
Kolten Wong 11
Carlos Moncrief 10
Martin Maldonado 10
Enrique Hernandez 10
Sean Rodriguez 10
Kevin Pillar 10
Welington Castillo 10
Yonder Alonso 10
Luis Sardinas 10
Anthony Santander 10
Alejandro De Aza 10
Trayce Thompson 10
Cory Spangenberg 10
J.P. Crawford 10
Tyler Saladino 10
Gorkys Hernandez 10
Greg Allen 10

Good luck!

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