Inaugural Big Data Derby Winner Announced

The New York Racing Association, Inc. (NYRA) and the New York Thoroughbred Horsemen's Association (NYTHA) announced that a team led by Brendan Kumagai has been selected as the winner of the inaugural Big Data Derby competition, beating out 105 other submissions for first prize. Kumagai, together with Gurashish Bagga, Kimberly Kroetch, Tyrel Stokes, and Liam Welsh, took the $20,000 first prize with the submission, “Bayesian Velocity Models for Horse Race Simulation.”

Kumagai's team created a dynamic model that focused on horses' forward versus lateral speed and examined the results of sustained momentum and velocity within races. The team also studied jockey performance and how that would impact a horse's running style in addition to biometric data, leading to the possibility of calculating a horse's welfare and injury probability.

“We're honored to be named the winners of the inaugural Big Data Derby competition,” Kumagai said. “Our team primarily works in financial analytics and hockey statistics, so working with horse racing data has been a unique challenge which allowed us to apply our skills to a relatively new and unexplored domain.”

The Big Data Derby was launched with the goal of analyzing the vast amounts of data available to racing organizations, and to understand how the results of those studies could impact traditional methods of racing and training. The competition was sponsored NYRA and the NYTHA in partnership with the Kentucky Thoroughbred Association, Equibase, The Jockey Club, Breeders' Cup and the Thoroughbred Owners and Breeders Association (TOBA).

Other models in the competition shed light on injury prevention, jockey decision making metrics, race tactics, track bias and more. Kumagai, a Data Science intern at Zelus Analytics, was previously part of a team that won the 2022 Big Data Bowl offered by the National Football League. The competition was judged by data analyst Rob Bingel, Rhodes College Economics Professor, horseplayer and thoroughbred owner Marshall Gramm, and Craig Milkowski of TimeformUS.

An open notebook of user-created content and data can be viewed at: https://www.kaggle.com/competitions/big-data-derby-2022/code.

The post Inaugural Big Data Derby Winner Announced appeared first on TDN | Thoroughbred Daily News | Horse Racing News, Results and Video | Thoroughbred Breeding and Auctions.

Source of original post

Maker, Van Berg Win Two Each on Snow-Tinged Claiming Crown

Trainer Mike Maker racked up his 20th and 21st Claiming Crown victories on Saturday, extending his lifetime lead among conditioners in that annual series by saddling Keystone Field (Candy Ride {Arg}) to a determined half-length win in the featured $175,000 Jewel.

But while Maker's familiar presence in the winner's circle underscored his resilience in the event often described as the “blue-collar Breeders' Cup,” a trainer taking his first crack at the Claiming Crown, Tom Van Berg, also registered two series victories and added a third on the undercard for a three-win afternoon.

The Claiming Crown, which began in 1999 as a way to showcase and reward horses who compete in the types of races that form the backbone of day-to-day American racing, is a partnership between the National Horsemen's Benevolent and Protective Association and the Thoroughbred Owners and Breeders Association. After initially rotating among smaller tracks in its formative years, Gulfstream Park had evolved into the host track over the past decade.

But for 2022, the Claiming Crown switched sites to Churchill Downs, and the series was moved up from early December to the Saturday after the Breeders' Cup, a spot where it faced practically zero simulcast competition in terms of marquee events on the national calendar.

Speculation had been rife over the past several months about whether Churchill Downs would actually be able to host turf racing for the Claiming Crown because of the fragile condition of its slow-to-grow $10 million grass course. But Mother Nature interceded on the morning of Nov. 13 by dusting Louisville with early-season snow and freezing temperatures, making it a necessity for track management to move all scheduled turf races to the sloppy and sealed main track.

As if the gray, chilly conditions weren't enough to underscore the hardscrabble nature of the claiming event, Van Berg's two wins for his ownership outfit, Grit to Glory Racing, LLC, lent additional support in the form of an appropriate name: Not only because “grit to glory” is a catchphrase that epitomizes the Claiming Crown, but because those words were also the subtitle of a biography written about Tom Van Berg's father, the late, great Hall-of-Fame trainer Jack Van Berg.

“This is the first time we've participated in it as a stable,” Tom Van Berg said of the eight-race Claiming Crown slate that featured $1.05 million in guaranteed purses, plus additional funding from the Kentucky Thoroughbred Development Fund. “When we heard the news it was coming to Churchill, it made a big difference on who we ran and how many we ran. I think if it was in Florida, we'd probably have taken one down there. Instead we have five in today, so [the series being at Churchill] made a big difference for us.”

Another twist this year was that the Claiming Crown races, which have traditionally been conducted under starter allowance conditions but called stakes, couldn't technically be called “stakes” this year because the Claiming Crown would then be subject to no-Lasix restrictions that are required for stakes. But even though not designated as black-type, the races for the most part retained their traditional naming to keep continuity with previous editions.

In the featured nine-furlong Jewel, the Maker-trained Keystone Field opened up with a big move off the far turn and then grudgingly stayed on late at 6-1 odds in 1:53.29 under Gerardo Corrales.

The 7-year-old gelding is now 6-for-21 lifetime for owner Three Diamonds Farm (Kirk Wycoff).

“We knew when it came up sloppy that a son of Candy Ride should handle the surface great,” Wycoff said. “I left the [Keeneland November Breeding Stock Sale] a few hours ago, and it's a great sale-but winning races is better.”

One of trainer Van Berg's two wins for his Grit to Glory partnership came in the $125,000 Rapid Transit over seven furlongs. The Queens Jules (Scat Daddy) provided the most exciting finish of the day by clawing back the lead when headed in deep stretch and scoring by the barest of nostrils with Florent Geroux up in 1:25.10 for seven furlongs at 8-1 odds. The 7-year-old gelding has switched barns via the claim box weight times in 59-race career prior to earning win number 12 on Saturday.

That same owner/trainer/jockey combo teamed for a win by Petit Verdot (Vancouver {AUS}) in the $150,000 Canterbury Tom Metzen Memorial, moved from the grass to 5 ½ furlongs over the slop and reduced to a field of five after six scratches. The 4-year-old gelding forced the issue near the front end to register a length-of-stretch, head-bob victory at 2-1 odds in 1:05.52. Petit Verdot had been claimed in his last three starts of 2021 prior to a four-win campaign so far this season, with eight in-the-money finishes from 10 tries.

On a day when Kentucky-based horses enjoyed a six-win, home-court advantage, Parx-based horses shipped in to snag two Claiming Crown races.

In the off-the-turf $150,000 Tiara for distaffers at 1 1/16 miles, Out of Sorts (Dramedy) demonstrated why she's now 3-for-3 on wet dirt tracks. She roared home by 10 lengths in 1:47.34 for trainer Robert Mosco and owner John Fanelli, with Paco Lopez up at 6-1 odds.

The 4-year-old filly had been claimed for $25,000 by those connections out of her most recent start, an Oct. 4 wire job back at Parx, and Saturday's blowout win returned nearly four times that investment in immediate purse dividends.

One race later, in the $100,000 Ready's Rocket Express, Philly connections struck again, with 6-year-old gelding Hero Tiger (Hero of Order) splashing past rivals at the sixteenth pole to tally by 1 ¼ lengths in the $100,000 Iron Horse Kent Stirling Memorial in 1:11.89 for six furlongs. Trained by third-generation horseman John T. Kirby for owner Gregg O'Donnell, it was the second Claiming Crown win on the day for jockey Luis Saez.

To win the Express, the 4-1 Hero Tiger had to run down 2-1 favorite Beverly Park (Munnings), who snatched the lead on far turn but couldn't sustain his bid, fading to fourth in an attempt to win his 13th race of the year from 26 starts. Beverly Park's 12 victories in 2022 are still good enough for winningest horse on the continent honors, with his next closest rival four wins behind.

In the $150,000 Emerald, the even-money Palace Coup (Bernardini) pressed the pace and drew away late for a two-length score for owner FAS Racing (Adis Smajlovic) and trainer Joe Sharp in 1:46.40 for 1 1/16 miles in an off-the-turfer, giving jockey Lopez his second Claiming Crown winner of the day.

The one-turn-mile $100,000 Glass Slipper was won by Invaluable (Include) for owner Paradise Farms Corp. (Peter Proscia), providing Claiming Crown doubles for trainer Maker and jockey Saez. Off at 3-1, the speed-centric 5-year-old mare won by 1 ½ lengths in 1:39.84. Claimed six times in her 24-race career, from $50,000 all the way down to $8,000, Invaluable is now 3-for-7 on wet tracks and was re-equipped with blinkers for first time in two years.

Time for Trouble (English Channel) won the $100,000 Iron Horse Kent Sterling Memorial for trainer Jeff Hiles, who also owns the 5-year-old gelding in partnership with Thorndale Stable, LLC (Paul Parker). Joe Talamo engaged in a long, grind-'em-down effort before drawing away late by 3 ¼ lengths in 1:46.79 for 1 1/16 miles. Since being claimed on June 18, 2021, for $8,000, Time For Trouble has won five of eight over varying surfaces and distances, including firm and good turf, plus fast and slop on the main track, all the way up to 1 3/8 miles in distance.

The post Maker, Van Berg Win Two Each on Snow-Tinged Claiming Crown appeared first on TDN | Thoroughbred Daily News | Horse Racing News, Results and Video | Thoroughbred Breeding and Auctions.

Source of original post

TOBA Outlines Speakers for Oct. 24 Clinic

The Thoroughbred Owners and Breeders Association announced the roster of speakers for its Pedigree & Conformation Clinic at Fasig-Tipton, held Monday, Oct. 24, in Lexington during the Kentucky October Yearlings sale. The event, sponsored by Lexington Equine Medical Group and the Retired Racehorse Project, offers insight on different aspects of Thoroughbred auctions, including bloodstock, pedigree and conformation analysis, and more from industry professionals.

The topics and speakers at the clinic include:

  • Horse Selection & Working with your Bloodstock Agent, presented by Chad Schumer (Bloodstock Agent)
  • The Role of an Auction House and the Auction Process, presented by Anna Seitz Ciannello (Fasig-Tipton, Director of Client Relations) and Leif Aaron (Fasig-Tipton, Director of Digital Sales)
  • Yearling Prep for the Sales, presented by Katie Taylor (Taylor Made, Vice President of Operations)
  • Equineline & Pedigree Resources, presented by Susan Martin (The Jockey Club)
  • A Veterinarian's Role in Public Auction, presented by John G. Peloso, DVM, MS, Diplomate, ACVS (Equine Surgeon)
  • The TOBA Pedigree and Conformation Clinic provides participants with a deeper understanding of the Thoroughbred pedigree and conformation. The clinic is open to the public, with a special discount for TOBA members. Meals, materials, and a TOBA gift bag are included with registration.

Registration is available online, until Saturday, Oct. 22, at: www.toba.memberclicks.net/seminars-clinics.

The post TOBA Outlines Speakers for Oct. 24 Clinic appeared first on TDN | Thoroughbred Daily News | Horse Racing News, Results and Video | Thoroughbred Breeding and Auctions.

Source of original post

Godolphin Named National Owner, Breeder of the Year For 2021

Sheikh Mohammed's Godolphin was named 2021 National Owner of the Year, presented by 1/ST, and also Breeder of the Year during the Thoroughbred Owners and Breeders Association (TOBA)'s National Awards Dinner held Sept. 10 at Keeneland. The event was emcee'd by TVG's Gabby Gaudet.

Horses carrying the Godolphin blue won 84 races from 479 starts in America in 2021, for a strike rate of 18% and purse money of better than $17 million, led by champion Yibir (GB) (Dubawi {Ire}) in the GI Longines Breeders' Cup Turf. Godolphin also won the GI Breeders' Cup Mile with Space Blues (Ire) (Dubawi {Ire}) and the GI Breeders' Cup Juvenile Turf with Modern Games (Ire) (Dubawi {Ire}). 'TDN Rising Star' and multiple Eclipse Award winner Essential Quality (Tapit) won the GI Belmont S. and GI Runhappy Travers S., while the operation's other U.S. Grade I winners included Maxfield (Street Sense) and Althiqa (Ire) (Dark Angel {Ire}).

National Owner of the Year finalists also included Klaravich Stables, Juddmonte, Hronis Racing and CHC Inc./WinStar Farm. National Breeder of the Year finalists includes Stonestreet, and Fred W. Hertrich III and John D. Fielding. Angie and Sabrina Moore were announced as National Small Breeder of the Year. National Small Breeder of the Year finalists that were also honored were Gail Rice and J&J Stables.

The2021 State and Canadian Breeders of the Year, sponsored by Coolmore, included:

  • Arkansas Breeder of the Year–McDowell Farms (Bill and Mary McDowell)
  • California Breeder of the Year–Lovacres Ranch (Terry Lovingier)
  • Canada Breeder of the Year–Sam-Son Farm
  • Canada Small Breeder of the Year–Terrance Greer and Brandon Greer
  • Florida Breeder of the Year–Live Oak Stud (Charlotte C. Weber)
  • Iowa Breeder of the Year–Allen Poindexter
  • Kentucky Breeder of the Year–Godolphin
  • Louisiana Breeder of the Year–P. Dale Ladner & Brett Brinkman
  • Maryland Breeder of the Year–Robert Manfuso and Katharine Voss
  • Minnesota Breeder of the Year–Lothenbach Stables
  • New Jersey Breeder of the Year–Law Legacy Stables (Joel Weiner)
  • New Mexico Breeder of the Year–Crystal Springs (Estate of R.D. Hubbard)
  • New York Breeder of the Year–Chester Broman & Mary R. Broman
  • North Carolina Breeder of the Year–Elizabeth Muirhead
  • Oregon Breeder of the Year–Nirvana Farm (Andria Mengucci)
  • Pennsylvania Breeder of the Year–Joe-Dan Farm and George Chestnut
  • South Carolina Breeder of the Year–Franklin Smith Sr.
  • Texas Breeder of the Year–Lisa Kuhlmann
  • Virginia Breeder of the Year–Morgan's Ford Farm (Wayne and Susie Chatfield-Taylor)
  • Washington Breeder of the Year–Rainbow Meadows Farm (Petra Lewin)

“Congratulations to all of the winners of the TOBA national and state awards,” said Dan Metzger, president of TOBA. “Keeneland provided a magnificent setting to celebrate the outstanding achievements of 2021 and we were honored to recognize all of tonight's winners, including the amazing success of Godolphin as both National Owner and Breeder of the Year.”

The post Godolphin Named National Owner, Breeder of the Year For 2021 appeared first on TDN | Thoroughbred Daily News | Horse Racing News, Results and Video | Thoroughbred Breeding and Auctions.

Source of original post

Verified by MonsterInsights