Saturday, September 2, 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:

0.342 — Corey Seager batting against Clayton Richard
0.338 — Justin Turner batting against Clayton Richard
0.337 — Jose Altuve batting against Seth Lugo
0.335 — Chris Taylor batting against Clayton Richard
0.333 — Corey Seager batting against Jordan Lyles
0.333 — Charlie Blackmon batting against Patrick Corbin
0.330 — Gerardo Parra batting against Patrick Corbin
0.329 — Justin Turner batting against Jordan Lyles
0.326 — Jose Ramirez batting against Jordan Zimmermann
0.326 — Chris Taylor batting against Jordan Lyles

You can double down with Corey Seager today! There are two double headers on Saturday, the Mets at Houston as the city starts to work back toward normal, and the Dodgers at the Padres. Watch the lineups! Do to their big leads, neither the Dodgers nor the Astros need to play their regulars in both games. With the expanded rosters, they should have plenty of personnel.

Here is how the NN with Park ranks the players:

0.337, 0.774 — Jose Altuve batting against Seth Lugo.
0.320, 0.768 — Jose Altuve batting against Matt Harvey.
0.333, 0.767 — Charlie Blackmon batting against Patrick Corbin.
0.330, 0.758 — Gerardo Parra batting against Patrick Corbin.
0.342, 0.753 — Corey Seager batting against Clayton Richard.
0.318, 0.752 — DJ LeMahieu batting against Patrick Corbin.
0.333, 0.746 — Corey Seager batting against Jordan Lyles.
0.338, 0.742 — Justin Turner batting against Clayton Richard.
0.326, 0.742 — Jose Ramirez batting against Jordan Zimmermann.
0.335, 0.739 — Chris Taylor batting against Clayton Richard.

The NN encourages you to double down on Altuve. Altuve against Lugo is the consensus first pick, wiht Corey Seager against Clayton Richard second. If you need to pick early, however, and can’t keep track of lineups, Blackmon and Parra do very well.

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
Michael Freeman 34
Pablo Sandoval 25
Arismendy Alcantara 24
Raul Mondesi 23
Aaron Hill 23
Jarrod Saltalamacchia 23
Kyle Higashioka 20
Taylor Featherston 19
Tyler Flowers 19
Mark Zagunis 18
Brock Holt 18
Jose Bautista 18
Logan Forsythe 18
Allen Cordoba 18
Carlos Beltran 18
Jace Peterson 18
Jorge Soler 18
Miguel Cabrera 17
Giancarlo Stanton 17
Darwin Barney 16
Kurt Suzuki 16
Chris Young 16
Chase D'Arnaud 15
Paul Janish 15
Nick Delmonico 14
Ryan Schimpf 14
Cristhian Adames 14
Francisco Cervelli 14
Emilio Bonifacio 14
Luis Valbuena 13
Joe Panik 13
Jake Marisnick 13
Chris Coghlan 13
Stephen Drew 13
Jose Osuna 13
Marwin Gonzalez 13
Lewis Brinson 13
Jordan Luplow 13
Juan Graterol 13
Martin Prado 12
Nick Williams 12
Nick Ahmed 12
Daniel Robertson 12
Nolan Fontana 12
Scott Van Slyke 11
Danny Ortiz 11
Matt Kemp 11
Alex Gordon 11
Brock Stassi 11
Tyler Moore 11
Martin Maldonado 11
Chris Gimenez 10
Curtis Granderson 10
Caleb Joseph 10
Jose Lobaton 10
Lucas Duda 10
Jarrod Dyson 10
Boog Powell 10
Carlos Correa 10
J.T. Realmuto 10
Jared Hoying 10
Tom Murphy 10
Luis Sardinas 10
Tyler Collins 10
Mark Reynolds 10

Good luck!



from baseballmusings.com http://ift.tt/2vAmUXj

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