WHITE SOX HEADLINES of MAY 23, 2017 “Rodon
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Oakland Athletics Virtual Press
OAKLAND ATHLETICS Game Information Oakland Athletics Baseball Company 7000 Coliseum Way Oakland, CA 94621 510-638-4900 www.athletics.com OAKLAND ATHLETICS (5-3-2) VS. ARIZONA DIAMONDBACKS (5-5-1) FRIDAY, MARCH 7, 2014 – PHOENIX MUNICIPAL STADIUM – 1:05 P.M. A’S WEBCAST ABOUT THE A’S: Had their second tie yesterday at Arizona and have Punto on Nov. 13 and a two-year deal with free agent Eric O’Flaherty tallied at least two tie games in five of the last six springs…A’s hitters Jan. 22. lead the majors in walks (40) and strikeouts (81) and rank third in runs (52)…A’s pitchers are tied for the lead in home runs allowed (11), have A’s TOP PROSPECTS: Three of the A’s top 10 prospects according to issued the second most walks (36) and rank third in strikeouts Baseball America are in major league camp this spring: Addison (73)…this is the A’s 46th Spring Training in Arizona, including their 33rd Russell (#1), Raul Alcantara (#3) and Michael Ynoa (#4)…Russell is and final spring in Phoenix…return to Mesa next spring, where the A’s ranked No. 3 on ESPN.com’s Top 100 Prospects list, No. 12 on trained from 1969-78 after moving from Florida…moved to Scottsdale MLB.com and No. 14 by Baseball America. in 1979 and have been in Phoenix since 1982…are scheduled to play MINOR LEAGUE DATES: Minor League pitchers and catchers have 34 games this spring, including 31 games in Arizona and three in the reported to Papago Park…position players report Sunday, March 9 Bay Area against San Francisco (March 27-29)…the A’s went 17-13-3 (first workout, March 10)…Triple-A and Double-A games begin March last spring, which was the third best record in the Cactus League and 10 and Single-A games commence March 17. -
WHITE SOX HEADLINES of JULY 27, 2017 “Rays Get Lefty Jennings from White Sox” … Oliver Macklin, MLB.Com “Yoan Gone: Moncada Hits Homer No
WHITE SOX HEADLINES OF JULY 27, 2017 “Rays get lefty Jennings from White Sox” … Oliver Macklin, MLB.com “Yoan gone: Moncada hits homer No. 1” … Scott Merkin, MLB.com “White Sox send Avisail to DL for thumb strain” … Scott Merkin, MLB.com “Moncada, Hanson HRs not enough vs. Cubs” … Carrie Muskat & Fabian Ardaya, MLB.com “The White Sox celebrated Yoan Moncada's first career home run by giving the silent treatment” … Jessica Kleinschmidt, MLB.com “Trades, callups intersecting for White Sox” … Scott Merkin, MLB.com “Pelfrey, Lester square off in Crosstown finale” … Fabian Ardaya, MLB.com “Unheralded Sox trio making most of opportunity” … Phil Rogers, MLB.com “Yoan Moncada predicts home run is 'first one of many that are coming'” … Dan Hayes, CSN Chicago “Turning rebuild lemons into World Series lemonade, Cubs can provide hope, if not a template, for rebuilding White Sox” … Vinnie Duber, CSN Chicago “On night when James Shields gets knocked around by Cubs, future White Sox starters shine” … Dan Hayes, CSN Chicago “In midst of breakout season, Avisail Garcia sent to DL with right thumb strain” … Dan Hayes, CSN Chicago “White Sox trade reliever Dan Jennings to Rays for minor-leaguer Casey Gillaspie” … Colleen Kane, Chicago Tribune “Hawk Harrelson says John Lackey is ‘full of (expletive)’”… Colleen Kane, Chicago Tribune “White Sox to place Avisail Garcia on disabled list” … Colleen Kane, Chicago Tribune “White Sox trade lefty Dan Jennings to Rays for prospect” … Daryl Van Schouwen, Chicago Sun-Times “Reynaldo Lopez forcing his way into White -
Railridersplayers Media Guide.Pdf
2019 swb railriders ALBERT ABREU | RHP R/R | 6’2” | 190 LBS | Opening Day Age: 23 | Guayubín, Dominican Republic | Trade (Houston), 11/17/2016 | MLB Service: 0.000 | 2018 pitching statistics team w-l era g/gs sv ip h k bb baa whip Trenton (AA) 0-0 0.00 1/1 0 5.0 0 4 1 .000 0.20 Tampa (A+) 4-3 4.16 13/13 0 62.2 54 65 29 .229 1.32 Yankees East (GCL) 0-1 18.00 1/1 0 2.0 4 2 0 .400 2.00 Yankees West (GCL) 0-2 27.00 2/2 0 3.0 10 3 2 .476 4.00 2018 Totals 4-6 5.20 17/17 0 72.2 68 74 32 .241 1.38 MiLB CAREER (5 Years) 14-22 3.63 82/67 5 342.1 270 355 158 .214 1.25 2018: Combined with Single-A Tampa, the GCL Yankees East and West and Double-A Trenton to go 4-6 with a 5.20 ERA (72.2 IP, 42 ER) in 17G/17GS… Missed nearly two and a half months of the season over two stints on the minor league disabled list (4/5-4/29 and 6/29-8/11)... Pitched for the GCL Yankees East and West as part of his rehab assignment (3GS)… Spent the majority of the season with Tampa, going 4-3 with a 4.16 ERA (62.2 IP, 29 ER) in 13G/13GS… Made one start with Trenton on 9/3 vs. Reading, tossing 5.0 hitless and scoreless innings (BB, 4 K)… 2017: Combined with Single-A Charleston, Single-A Tampa and the GCL Yankees East to go 2-3 with a 3.38 ERA (53.1 IP, 20 ER) in 14G/13GS… Began the season with Charleston, going 1-0 with a 1.84 ERA (14.2 IP, 3 ER) in 3G/2GS before being promoted to Tampa on 4/23, where he went 1-3 with a 4.19 ERA (34.1 IP, 16 ER) in 9G/9GS… Missed nearly three months over two stints on the minor league disabled list.. -
White Sox Headlines of March 20, 2017
WHITE SOX HEADLINES OF MARCH 20, 2017 “Getz getting comfortable in White Sox role” … Tyler Maun, MiLB.com “Hard work pays off for Rodon in spring debut” … Scott Merkin, MLB.com “Moncada, Cabrera back Rodon's 1-hit outing” …Maria Guardado & Scott Merkin, MLB.com “Asche's bat pressuring Sox to keep him around” … Scott Merkin, MLB.com “Slimmed-down Garcia's focus on consistency” …Scott Merkin, MLB.com “Jacob May making his presence known” …Scott Merkin, MLB.com “Quintana turns attention to regular season”…Scott Merkin, MLB.com “May goes 4-for-6 against Dodgers” … Scott Merkin, MLB.com “Hostetler on Seth Beer, Draft preparation” … Scott Merkin, MLB.com “Kopech sparkles on crosstown stage vs. Cubs” … Scott Merkin, MLB.com “Carlos Rodon turns in late, great spring debut for White Sox” …Colleen Kane, Chicago Tribune “Cody Asche makes a play for White Sox roster spot” …Colleen Kane, Chicago Tribune “White Sox may be rebuilding, but it's not always easy to tell” … Paul Sullivan, Chicago Tribune “Sunday's recap: White Sox 11, Angels 2” … Colleen Kane, Chricago Tribune “Joe Maddon calls White Sox prospect Michael Kopech 'very interesting'” …Colleen Kane, Chicago Tribune “Rick Renteria ejected during White Sox spring training game” …Colleen Kane, Chicago Tribune “Saturday's recap: Dodgers 13, White Sox 7” … Colleen Kane, Chicago Tribune “Performance notwithstanding, James Shields is leader in clubhouse” … Daryl Van Schouwen, Chicago Sun-Times “Yoan Moncada stays hot, belts homer and two doubles” … Daryl Van Schouwen, Chicago Sun-Times “Rodon throws -
White Sox Headlines of June 21, 2017
WHITE SOX HEADLINES OF JUNE 21, 2017 “Holmberg set to take mound against Twins” … Patrick Donnelly, Special to MLB.com “White Sox add Engel to mix in center field” … Patrick Donnelly, Special to MLB.com “Source: White Sox agree with 1st-rounder” … Oliver Macklin, MLB.com “Avisail trending up in All-Star Game voting” … Fabian Ardaya, MLB.com “White Sox hit trio of homers, but fall in opener” … Shane Jackson and Patrick Donnelly, MLB.com “Abreu continues road success with 4-hit game” … Patrick Donnelly, MLB.com “Well Done: White Sox Sign Missouri State Slugger Jake Burger” … Scott Krinch, CSN Chicago “White Sox Recall Adam Engel from Triple-A Charlotte” … Scott Krinch, CSN Chicago “White Sox Prospect Adam Engel Had Life-Changing Event After He Was Sent Down” … Dan Hayes, CSN Chicago “Where White Sox Catchers Stand with Plate Collision Rule” … Dan Hayes, CSN Chicago “Derek Holland Gets Hit Hard as White Sox Lose Opener to Twins” … Dan Hayes, CSN Chicago “Kevan Smith says home-plate collision rule has been 'for the better'” … Colleen Kane, Chicago Tribune “White Sox starter Derek Holland falters in 9-7 loss to Twins” … Colleen Kane, Chicago Tribune “White Sox recall Adam Engel from Class AAA Charlotte” … Madeline Kenney, Chicago Sun-Times “Everybody’s favorite, Mark Buehrle, to have No. 56 retired Saturday” … Daryl Van Schouwen, Chicago Sun-Times “White Sox slug three homers but fall to Twins 9-7” … Daryl Van Schouwen, Chicago Sun-Times “Sano, Vargas power Twins to 9-7 win over White Sox” … Jon Krawczynski, Associated Press “Report: White Sox, 1st-Round Pick Jake Burger Agree On $3.7M Deal” … CBS Chicago Holmberg set to take mound against Twins By Patrick Donnelly / Special to MLB.com | June 20, 2017 The White Sox send left-hander David Holmberg (1-0, 2.63 ERA) to the mound on Wednesday night at Target Field when they face Jose Berrios (6-1, 2.74) and the Twins. -
Nashville Sounds Game Information @Nashvillesounds First Tennessee Park 19 Junior Gilliam Way Nashville, TN 37219 Nashville Sounds (34-45) Vs
NASHVILLE SOUNDS GAME INFORMATION WWW.NASHVILLESOUNDS.COM @NASHVILLESOUNDS FIRST TENNESSEE PARK 19 JUNIOR GILLIAM WAY NASHVILLE, TN 37219 Nashville Sounds (34-45) vs. Memphis Redbirds (33-47) RHP Pedro Payano (1-2, 4.19) vs. RHP Jake Woodford (5-3, 3.39) Game #80/Road Game #40 • Friday, June 28, 2019 • AutoZone Park • 7:05 p.m. (CST) • MiLB TV • 97.5 FM Upcoming Probable Starting Pitchers DAY DATE OPPONENT SOUNDS STARTER OPPONENT STARTER TIME (CST) TV/RADIO Saturday June 29 vs. Oklahoma City TBD RHP Mitchell White (2-4, 7.09) 7:05 p.m. MiLB TV/97.5 FM Sunday June 30 vs. Oklahoma City RHP Tim Dillard (5-6, 4.23) RHP Dustin May (0-0, ---) 6:15 p.m. MiLB TV/97.5 FM Monday July 1 vs. Oklahoma City LHP Joe Palumbo (0-0, 8.31) TBD 7:05 p.m. MiLB TV/97.5 FM Tuesday July 2 vs. Oklahoma City RHP Seth Maness (4-2, 4.94) TBD 7:05 p.m. MiLB TV/97.5 FM SOUNDS BY THE NUMBERS Tonight's Game: The Nashville Sounds and Memphis Redbirds conclude their four-game and season series tonight at AutoZone Park. It's the 16th and final meeting between the two teams. Nashville has won the first SOUNDS VS. REDBIRDS Series (W-L-T): 5-11-3 three games of the set. Right-hander Pedro Payano starts for Nashville against right-hander Jake Woodford 2019: 8-7 at Nashville: 4-4 Series Openers: 8-12 for Memphis. All-Time: 185-162 at Memphis: 4-3 Series Finales: 6-13 DATE SITE RESULT Series Sweeps: 0-2 Pedro Payano: 24-year-old Pedro Payano starts for the Sounds tonight. -
Headlines of April 17, 2015 “Ventura, White Sox Aim to Shake Off Slow Start” … Anthony Castrovince, MLB.Com “Petricka Se
Headlines of April 17, 2015 “Ventura, White Sox aim to shake off slow start” … Anthony Castrovince, MLB.com “Petricka sent to Triple-A for rehab assignment” … Joey Nowak, MLB.com “White Sox thrilled with clubhouse makeover” … Cash Kruth, MLB.com “Shortstop Alexei Ramirez the constant among the retooled White Sox” … Colleen Kane, Chicago Tribune “Up next: White Sox at Tigers” … Chicago Tribune “Jose Abreu keeps the faith; White Sox know they have a keeper” … Daryl Van Schouwen, Chicago Sun Times “Rehab assignment puts Jake Petricka close to return” … Doug Padilla, ESPN.com “The impact of MLB's soaring payrolls” … Jayson Stark, ESPN.com “White Sox: Carlos Rodon not as sharp in second AAA start” … JJ Stankevitz, CSN “With fresh outlook and arm, White Sox minor leaguer tackles comeback” … Dan Hayes, CSN “David Robertson bringing relief to Chicago White Sox, Illinois tornado victims” … Mark Inabinett, AL.com-Alabama “Knights’ pitcher Carlos Rodon serves up a baffling slider” … Seth Lakso, Charlotte Observer “White Sox send Petricka to Triple-A on rehab assignment” … AP, USA Today “CHICAGO AT DETROIT Preview” … CBSSports.com Ventura, White Sox aim to shake off slow start Skipper undeterred as club looks to rebound after stumbling out of gate By Anthony Castrovince / MLB.com | @castrovince | April 16, 2015 CLEVELAND -- This is a job Robin Ventura never asked for, bargained for, campaigned for. It's a job that fell into his lap one fall day in 2011, when he had zero managerial experience to his name, and his reaction to the offer was the same as a lot of people's reaction to the news that he had taken it: "Are you guys crazy?" Three seasons later, Ventura's job is a much more desirable one than it was back then, and the combination of slow start and heightened expectations mean that the guy who once reluctantly accepted the opportunity is now under significantly more scrutiny than he once was. -
BASE TBB1 COMBO CARDS 24 Clayton Kershaw Los Angeles Dodgers® 24 Yasmani Grandal Los Angeles Dodgers® 94 J.D. Martinez Detroit
BASE TBB1 COMBO CARDS 24 Clayton Kershaw Los Angeles Dodgers® 24 Yasmani Grandal Los Angeles Dodgers® 94 J.D. Martinez Detroit Tigers® 94 Miguel Cabrera Detroit Tigers® 126 Albert Pujols Angels® 126 David Ortiz Boston Red Sox® 170 Carlos Correa Houston Astros® 170 Jose Altuve Houston Astros® 170 Carlos Gomez Houston Astros® 329 Alex Rodriguez New York Yankees® 329 Mark Teixeira New York Yankees® FUTURE STARS 19 Delino DeShields Jr. Texas Rangers® 43 Noah Syndergaard New York Mets® 54 Jung Ho Kang Pittsburgh Pirates® 68 Odubel Herrera Philadelphia Phillies® 91 Yasmani Grandal Los Angeles Dodgers® 95 Kole Calhoun Angels® 97 Ender Inciarte Arizona Diamondbacks® 110 J.D. Martinez Detroit Tigers® 121 Roberto Osuna Toronto Blue Jays® 132 Joe Ross Washington Nationals® 140 Carlos Carrasco Cleveland Indians® 186 Yasmany Tomas Arizona Diamondbacks® 205 Taylor Jungmann Milwaukee Brewers™ 207 Maikel Franco Philadelphia Phillies® 224 Billy Burns Oakland Athletics™ 242 Matt Wisler Atlanta Braves™ 258 Devon Travis Toronto Blue Jays® 263 Joc Pederson Los Angeles Dodgers® 267 Chris Heston San Francisco Giants® 279 Alex Guerrero Los Angeles Dodgers® 288 Jake Lamb Arizona Diamondbacks® 316 Jake Odorizzi Tampa Bay Rays™ 326 Kevin Plawecki New York Mets® 350 Kris Bryant Chicago Cubs® ROOKIES 2 Jerad Eickhoff Philadelphia Phillies® Rookie 3 Richie Shaffer Tampa Bay Rays™ Rookie 22 John Hicks Seattle Mariners™ Rookie 27 Alec Asher Philadelphia Phillies® Rookie 51 Dustin Garneau Colorado Rockies™ Rookie 59 John Lamb Cincinnati Reds® Rookie 62 Trayce Thompson Chicago White Sox® Rookie 66 Kyle Schwarber Chicago Cubs® Rookie 73 Ketel Marte Seattle Mariners™ Rookie 78 Miguel Sano Minnesota Twins® Rookie 85 Corey Seager Los Angeles Dodgers® Rookie 103 Trea Turner Washington Nationals® Rookie 109 Henry Owens Boston Red Sox® Rookie 127 Zach Lee Los Angeles Dodgers® Rookie 133 Aaron Nola Philadelphia Phillies® Rookie 141 Colin Rea San Diego Padres™ Rookie 146 Stephen Piscotty St. -
Nashville Sounds Game Information @Nashvillesounds First Tennessee Park 19 Junior Gilliam Way Nashville, TN 37219 Nashville Sounds (60-69) Vs
NASHVILLE SOUNDS GAME INFORMATION WWW.NASHVILLESOUNDS.COM @NASHVILLESOUNDS FIRST TENNESSEE PARK 19 JUNIOR GILLIAM WAY NASHVILLE, TN 37219 Nashville Sounds (60-69) vs. Iowa Cubs (70-61) RHP Austin Bibens-Dirkx (1-3, 7.83) vs. RHP Alec Mills (6-3, 4.78) Game #130/Road Game #64 • Sunday, August 25, 2019 • Principal Park • 1:08 p.m. (CST) • MiLB TV • 97.5 FM Upcoming Probable Starting Pitchers DAY DATE OPPONENT SOUNDS STARTER OPPONENT STARTER TIME (CST) TV/RADIO Monday August 26 at Omaha RHP Pedro Payano (2-2, 5.29) RHP Arnaldo Hernandez (3-8, 6.80) 7:05 p.m. MiLB TV/97.5 FM Tuesday August 27 at Omaha RHP Tim Dillard (8-8, 4.61) LHP Foster Griffin (7-5, 5.35) 7:05 p.m. MiLB TV/97.5 FM Wednesday August 28 at Omaha LHP Wes Benjamin (6-6, 5.72) TBD 7:05 p.m. MiLB TV/97.5 FM Thursday August 29 at Omaha RHP Seth Maness (7-4, 5.51) TBD 7:05 p.m. MiLB TV/97.5 FM SOUNDS BY THE NUMBERS Tonight's Games: The Nashville Sounds and Iowa Cubs play their series finale of a quick three-game set tonight. The Sounds trail the season series 6-9. The teams have split the first two games. Tonight, right-hander Austin Bibens- SOUNDS VS. CUBS Series (W-L-T): 11-15-7 Dirkx will pitch for the Sounds against right-hander Alec Mills. Series Openers: 16-18 2019: 6-9 at Nashville: 3-5 Series Finales: 13-20 Austin Bibens-Dirkx: 34-year-old Austin Bibens-Dirkx starts for the Sounds tonight. -
WHITE SOX HEADLINES of JULY 26, 2016 “White Sox Recall Ranaudo for Wednesday Start” … Scott Merkin, MLB.Com “Third Strai
WHITE SOX HEADLINES OF JULY 26, 2016 “White Sox recall Ranaudo for Wednesday start” … Scott Merkin, MLB.com “Third straight walk-off fuels White Sox mojo” … Scott Merkin, MLB.com “Sale hopes to keep focus on winning” … Scott Merkin, MLB.com “Melky robs Bryant of HR with riveting catch” … Scott Merkin, MLB.com “Saladino extends White Sox magic vs. Cubs” … Scott Merkin and Carrie Muskat, MLB.com “Cheering section of one: Melky Cabrera add three highlight plays to the reel” … Dan Hayes, CSN Chicago “White Sox win in walk-off fashion yet again, top Cubs 5-4” … Dan Hayes, CSN Chicago “Adam Eaton on clubhouse protests: ‘you’ve got to stick up for yourself’” … Dan Hayes, CSN Chicago “White Sox bullpen taking pride in slogging through heavy, high-stress workload” … JJ Stankevitz, CSN Chicago “Suspended White Sox ace Chris Sale to start Thursday against Cubs” … JJ Stankevitz, CSN Chicago “White Sox will start Anthony Ranaudo Wednesday against Cubs” … JJ Stankevitz, CSN Chicago “Retirement suiting former White Sox star Paul Konerko well” … JJ Stankevitz, CSN Chicago “White Sox: Chris Sale discusses jersey-cutting incident, suspension” … Staff, CSN Chicago “Chris Sale says Robin Ventura ‘has to fight for us’ after uniform flap” … Colleen Kane, Chicago Tribune “White Sox continue protest of Mariners’ clubhouse attendant fees” … Colleen Kane, Chicago Tribune “Tyler Saladino’s ninth-inning heroics for White Sox overcome Cubs rally” … Paul Skrbina, Chicago Tribune “Monday’s recap: White Sox 5, Cubs 4” … Chris Kuc, Chicago Tribune “White Sox ready to move on; are they also ready to make their move?” … Paul Sullivan, Chicago Tribune “Chris Sale channels his inner Jimmy Butler when talking about Robin Ventura” … Steve Rosenbloom, Chicago Tribune “A guy named Sale doesn’t understand jersey revenue is winning to White Sox?” … Phil Rosenthal, Chicago Tribune “White Sox walk a fine line with angry Sale” … Daryl Van Schouwen, Chicago Sun-Times “White Sox walk off with 5-4 victory over Cubs” … Daryl Van Schouwen, Chicago Sun-Times “Sale to start Thursday vs. -
2019 Game Notes 3400 E
Round rock Chupacabras 2019 GAME NOTES 3400 E. Palm Valley Blvd. | Round Rock, TX 78665 | RRExpress.com Media Contact: Andrew Felts | [email protected] | 512.238.2213 Game 47 | Home Game 25 | May 24, 2019 | 7:05 p.m. | Dell Diamond | Round Rock, TX | AM 1300 The Zone San Antonio Flying Chanclas (28-19) at Round Rock Chupacabras (27-19) Flying Chanclas: RHP Zack Brown (1-3, 5.40) | Chupacabras: LHP Ryan Hartman (5-1, 4.50) CHUPACABRAS AT A GLANCE TONIGHT'S GAME The Round Rock Chupacabras and San Antonio Flying Chanclas face off in an MiLB Copa de la Diversion Overall Record: 27-19 Current Streak: L1 edition of the I-35 Rivalry Series on Friday night at Dell Diamond. The Chupacabras aim for a series victory Home: 12-12 Away: 16-7 while the Flying Chanclas look to settle with a split. Round Rock LHP Ryan Hartman is slated to get the Standings: 2nd (-0.5) start opposite San Antonio RHP Zack Brown. First pitch in the series finale at Dell Diamond is scheduled for 7:05 p.m. SERIES INFORMATION BROADCAST INFORMATION Game 1 | Tuesday, May 21 | W 11-4 Tonight's game can be heard live on the flagship home of the Round Rock Chupacabras, AM 1300 The WP: Jose Urquidy (2-0, 3.27) Zone. Online audio is also available at am1300thezone.iheart.com and via the iHeartRadio app. Express LP: Thomas Jankins (2-2, 4.50) Director of Broadcasting Mike Capps handles play-by-play duties while co-host of AM1300 The Zone's "The Bottom Line" morning show Mike Hardge provides color commentary. -
Rigidity of Microsphere Heaps
ABSTRACT SIDLE, GLENN DANIEL. Using Multi-Class Machine Learning Methods to Predict Major League Baseball Pitches. (Under the direction of Hien Tran.) As the field of machine learning and its applications grow, there is a need to expand the ability to classify and predict beyond just being able to handle a binary problem. While the ability to predict a yes or no answer is still valuable, in a world of increasing complexity, machine learning methods are now employed in a multi-class problem setting more than ever. Major League Baseball provides a rich and detailed data set with its PITCHf/x system that tracks every baseball pitch thrown in every stadium in every game. Pitch prediction has been a topic of previous research that has mostly focused on the binary split between fastballs and other pitch types. We extend the binary problem to a multi-class one that involves up to seven unique pitch types. The work done with baseball pitches can be used as a template to expand a wide variety of other binary predictions into accommodating more than a simple two class approach. To accomplish the multi-class prediction, we examine multiple machine learning methods to find the most efficient and accurate algorithm. In this dissertation, we first explore the results given by each of three different methods: Linear Discriminant Analysis, Support Vector Machines, and bagged random forests of Classification Trees. Our feature set is created from both categorical and continuous data, with features that can be taken from the observation of a game used alongside synthetic features generated from historical data.