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Measure of fairness in machine learning models
Equalized odds, also referred to as conditional procedure accuracy equality and disparate mistreatment, is a measure of fairness in machine learning. A
Equalized_odds
American spy thriller media franchise
penned by author David Deutsch: The Equalizer adapted the pilot episode and "The Children's Song", To Even the Odds was based on "The Defector" and "Back
The_Equalizer
Measurement of algorithmic bias
{\displaystyle P(R=+\ |\ Y=+,A=a)=P(R=+\ |\ Y=+,A=b)\quad \forall a,b\in A} Equalized odds, also referred to as conditional procedure accuracy equality and disparate
Fairness_(machine_learning)
Topics referred to by the same term
the Colt Single Action Army handgun, whose firepower was said to equalize the odds between the weak and the strong the rule of law, which subjects all
Great_equalizer
Sociological and legal term for disregard of race
America Constitutional colorblindness White privilege Whiteness theory Equalized odds Jackson, Matthew C.; Wilde, Vera Katelyn; Goff, Phillip Atiba (2016)
Racial_color_blindness
American television series (1985–1989)
a problem? Odds against you? Call the Equalizer: 212 555 4200." When he began the business in the pilot episode, the nickname "Equalizer" was revealed
The Equalizer (1985 TV series)
The_Equalizer_(1985_TV_series)
Maltese football club
odds of 1/15 (1.07 in decimal odds) for Hajduk to win the match. Hajduk went at half time winning 1–0. However, Brazilian forward Jefferson equalized
Gżira_United_F.C.
The Equalizer is an American crime drama television series that premiered on CBS on February 7, 2021. The series centers around Robyn McCall, an enigmatic
List of The Equalizer (2021 TV series) episodes
List_of_The_Equalizer_(2021_TV_series)_episodes
Season of television series
the security section of the classifieds. "Got a Problem? Odds Against You? Call The Equalizer 212-555-4200" Episodes depict McCall reviewing his answering
The Equalizer (1985 TV series) season 1
The_Equalizer_(1985_TV_series)_season_1
American actor (1939–2006)
praised Gleason's performance as the vice principal who was frequently at odds with members of the titular group, particularly Judd Nelson's John Bender
Paul_Gleason
Norwegian footballer (born 2004)
professional contract with Odd. Gjengaar made his first appearance with the Odds BK first team on 19 May 2022, in a Norwegian Cup match against Hei IL. He
Dennis_Gjengaar
Gardiner, Dustin (September 9, 2025). "Republicans size up Newsom's '28 odds". Politico. Retrieved September 9, 2025. Sinogui, Florencio (September 11
2026 California State Treasurer election
2026_California_State_Treasurer_election
American professional soccer player (born 1985)
Retrieved July 10, 2016. "USA WPS 2011 Predictions, H2H Stats, Match Fixtures, Odds and Results". Soccer Punter. April 20, 2014. Archived from the original on
Ashlyn_Harris
Canadian actor and director
Louis B. Mayer on The Last Tycoon. He also starred in the films Against All Odds (1984), Wall Street (1987), The Bonfire of the Vanities (1990), Unforgiven
Saul_Rubinek
Association football club in Dammam, Saudi Arabia
non-domestic title and their first regional title. Kuwait victory against all odds in 1980 Asian Cup bring the wind of change in the national team. Saudi targeted
Al-Ettifaq_Club
American actor and director (1951–2026)
Television film 1984 Tales from the Darkside Bill Lacey Episode: "The Odds" 1989 The Equalizer Brandon Thorton Episode: "Making of a Martyr" 1991 Red Wind —N/a
Tom_Noonan
American screenwriter and director
title (link) "'Veiled Threat'--Hype or Censorship? : AFI and Film Makers at Odds Over Withdrawal of Anti-Khomeini Film From Festival". Los Angeles Times.
Cyrus_Nowrasteh
American sports comedy-drama television series
headline "For Your Reconsideration: Ted Lasso". She went on to say, "Above all odds, Ted Lasso chipped away at my skepticism until there was none left—just like
Ted_Lasso
American actor (born 1951)
Amy (July 26, 2003). "Like Seabiscuit, Oscar winner Chris Cooper beats the odds". The Morning Call. Retrieved August 16, 2016. Ivry, Bob (March 10, 1999)
Chris_Cooper
Soccer match in East Rutherford, New Jersey
2025. Richman, Darren (July 13, 2025). "PSG vs Chelsea Club World Cup final odds, prediction: Can the Blues prevent another French triumph?". The New York
2025 FIFA Club World Cup final
2025_FIFA_Club_World_Cup_final
offered a job, but Bobby doesn't believe that she should work. They become at odds, but Bobby makes up by buying her a new car. NOTE: Due to low viewer ratings
List of Dallas (1978 TV series) episodes
List_of_Dallas_(1978_TV_series)_episodes
American actress, singer, and dancer (b. 1985)
Lopez-Starring Film 'Second Act'". Deadline Hollywood. Retrieved October 17, 2017. "Odds & Ends: Annaleigh Ashford & Keala Settle Cast in New Film American Reject
Annaleigh_Ashford
Argentine professional footballer (born 1978)
scored from a free-kick which gave Boca a 2–1 lead before Fluminense again equalized. The second leg saw Fluminense defeat Boca Juniors 3–1, eliminating the
Juan_Román_Riquelme
Advocacy for Alberta seceding from Canada
Press. ISBN 978-1-927684-32-0., favourable account that concludes, "The odds of Alberta actually leaving Confederation are remote, at this point." However
Alberta_separatism
Methods of leveling the outcome in a competitive sport or game
scoring compensation or other advantage given to different contestants to equalize the chances of winning. The word also applies to the various methods by
Handicapping
American soccer player (born 1998)
February 14, 2017. "Joseph Putu, a war refugee for six years, overcame long odds to reach Florida". SecCountry.com. "Addai comes from a very athletic family
Haji_Wright
Association football club in India
October 2016. "Lithuania vs Netherlands Prediction, Betting Tips, Lineups & Odds | 07 Sep 2025". Sportsgambler. Retrieved 17 April 2026. "BLUE TIGERS HELD
Inter_Kashi_FC
2021 National Football League championship game
February 4, 2021. Dajani, Jordan (January 24, 2021). "Super Bowl 2021 early odds, picks: Chiefs listed as slight favorites over Buccaneers for Super Bowl
Super_Bowl_LV
Chess match between Ding Liren and Gukesh Dommaraju
Gukesh's 45.h4?! was a subtle inaccuracy, and following 46...f4! Ding had equalized the position. Gukesh still had practical winning chances, but Ding defended
World_Chess_Championship_2024
American stage and television actor
working, his behavior was becoming increasingly erratic, and he was often at odds with his colleagues. Straczynski offered to suspend production for several
Michael_O'Hare
American soccer player coach (born 1971)
from open play in the 90th minute, from a corner kick. Friedel's goal equalized the game at 2–2, but seconds later Charlton scored again through Claus
Brad_Friedel
Association football club in Mexico
minute left of extra time remaining, however, UNAM scored the 4–1 goal and equalized the aggregate scoreline at 4–4, sending the match to a penalty shoot-out
Tigres_UANL
elements. Since the advent of the chess clock, time odds have become more common than material odds. offhand game See skittles. Olympiad An international
Glossary_of_chess
American actor
in Manhattan at the age of 18, and made his film debut in Robert Wise's Odds Against Tomorrow (1959). He also worked on several movies early in his career
Richard_Bright_(actor)
Men's association football team
in Cesena, nevertheless, an early Zsolt Nagy goal that could only be equalized by Jonas Hofmann resulted in a 1–1 draw against Germany, placing the team
Hungary national football team
Hungary_national_football_team
118th season in existence of Real Madrid CF
Retrieved 29 May 2022. Simon Borg (14 September 2021). "UEFA Champions League odds, betting favorites & futures picks for 2021-22 tournament". The Sporting
2021–22_Real_Madrid_CF_season
American Thoroughbred racehorse
day, is believed to still be the longest of all time. Man o' War was the odds-on favorite in every start of his career and justified that faith even in
Man_o'_War
Argentinian thoroughbred racehorse
dam, Equal Pretty, was named Broodmare of the Year. An asterisk after the odds means Il Mercato was the post time favorite. Il Mercato was retired to stand
Il_Mercato
Polish footballer (born 1988)
2017. "Poland World Cup squad guide: Full fixtures, group, ones to watch, odds". The Independent. Archived from the original on 9 July 2018. Retrieved 8
Robert_Lewandowski
American actor (1922–1994)
Unexpected (1981), and two episodes each of The Love Boat (1985) and The Equalizer (1987); the latter series was produced by James McAdams, who had also
Telly_Savalas
American lawyer (born 1974)
Champion Of The Underdog, A Crusader For The Constitution And An Equalizer Of Odds!". The Creating Wealth Show (Podcast). Retrieved August 13, 2023.
Robert_Barnes_(attorney)
Retrieved October 3, 2025. Segall, Peter (December 5, 2025). "Even with long odds, challengers file to unseat Fong in 2026". The Bakersfield Californian. Retrieved
2026 United States House of Representatives elections in California
2026_United_States_House_of_Representatives_elections_in_California
American actress and singer (born 1968)
timbre and versatility are in peak form, with astonishing top notes, equalized registers and a delicious ability to variegate attack from number to number
Kristin_Chenoweth
Gabon international footballer (born 1989)
20 August, he scored a brace as Dortmund came from 0–3 down to win 3–4 at Odds BK in the first leg of their Europa League play-off. By scoring in Dortmund's
Pierre-Emerick_Aubameyang
2022 American film by Daniel Espinosa
to help the sense that Morbius is mostly incoherent, or at least very at odds with whatever it's trying to say." Julia Glassman of The Mary Sue found the
Morbius_(film)
for Miloslavich 1 for Boxerman 1 for Boxerman 5 for Boxerman "Defying the Odds?". The Los Angeles Times. April 4, 1994. p. 74. Retrieved May 26, 2023. California
1994 California gubernatorial election
1994_California_gubernatorial_election
American-bred Thoroughbred racehorse
running of the Japan Cup at Tokyo Racecourse on November and started at odds of 13.9/1 in a fourteen-runner field. He was a last minute entrant, only
Pay_the_Butler
Association football club in Lisbon, Portugal
therefore, Benfica were seen as the underdogs. However, Benfica defied the odds and won the match 6–3 and went on securing the league title weeks later,
Sporting_CP
Men's association football team
back-pass by an Ivorian defender. Swansea City striker Wilfried Bony equalized for Ivory Coast in the 73rd minute. In the first minute of stoppage time
Greece_national_football_team
Terms used in the card game
give credible opponents higher ones. implied pot odds, implied odds See main article: implied pot odds improve To achieve a better hand than one currently
Glossary_of_poker_terms
fulfill his captain's dream of becoming Wizard King. This placed him at odds with Yuno whom he considered unworthy of William's favor, and utterly loathes
List of Black Clover characters
List_of_Black_Clover_characters
American actor (born 1950)
drama Tank (1984), and sci-fi flick Solar Crisis (1990). In Against All Odds (1984), he appeared as a football player, and was Timothy Hutton's coworker
Dorian_Harewood
First detonation of a nuclear weapon
By leaving the capsule in contact with the tamper, the temperatures equalized and, in a few minutes, the capsule had slipped completely into the tamper
Trinity_(nuclear_test)
Shane Lewis
19, 2024). "Sunday Ratings: 'Tracker' Builds in Total Viewers Out of 'Equalizer' Lead-In for CBS, TNT and TBS Win Key Demos with NBA All-Star Game - Programming
List of Naked and Afraid episodes
List_of_Naked_and_Afraid_episodes
Inflammation of the pericardium
and the heart diseases at statistically significant levels: the reporting odds ratio were 15.64(BNT162b2) and 54.23(mRNA-1273) for myocarditis, and 15.78(BNT162b2)
Pericarditis
Effects unit that allows musicians to modify the sound of a musical instrument
Archived from the original on 13 July 2006. "Steely Dan Interview – Against All Odds | Guitar.com". Guitar.com. Archived from the original on 2 March 2017. Retrieved
Talk_box
Men's association football team
December 2022. Retrieved 17 December 2022. "Morocco vs Portugal – Betting Odds". Oddschecker. Archived from the original on 10 December 2022. Retrieved
Morocco national football team
Morocco_national_football_team
Film adaptations of the fictional Marvel Comics character Spider-Man
create a satisfying narrative to conclude the franchise, but found himself at odds with Sony because he was unable to rectify problems in the story within the
Spider-Man_in_film
1524–1525 popular revolt in Central Europe
patricians in the towns was strained by the debts owed by the knights. At odds with other classes in Germany, the lesser nobility was the least disposed
German_Peasants'_War
American soccer player (born 1983)
20, 2022. Retrieved June 20, 2022. "Portland Thorns Emilee O'Neil beats odds to earn roster spot". The Oregonian. April 27, 2013. Retrieved April 27,
Emilee_O'Neil
Superhero media franchise
dangerous cure that afflicts him with a form of vampirism, which puts him at odds with his surrogate brother, Lucien / Milo Morbius. Following a "secret development
Sony's_Spider-Man_Universe
Tie-breaking method used in sports
or neither procedure. The silver goal was seen as a means to "reduce the odds of a penalty shoot-out without the immediate jeopardy (and perceived unfairness)
Golden_goal
American lawyer and politician (born 1946)
on Ways and Means, Full Committee. June 6, 2002. "Tomasso, Blumenthal at odds over subpoenas in probe". New Haven Register. Associated Press. December
Richard_Blumenthal
Confederate States Army general (1824–1863)
(Sharpsburg). Antietam was primarily a defensive battle against superior odds, although McClellan failed to exploit his advantage. Jackson's men bore the
Stonewall_Jackson
Nigerian-Greek basketball player (born 1994)
113–107 overtime loss. Antetokounmpo's game-winning tip-in in Game 4 equalized the series at two games a piece. However, the Celtics would go on to eliminate
Giannis_Antetokounmpo
Armenian footballer (born 1989)
he headed the winning goal as Dortmund came from 3–0 down to win 4–3 at Odds BK in the first leg of their Europa League play-off. In the second round
Henrikh_Mkhitaryan
Recall election in US state
replacement candidate on the ballot in case the recall was successful, at odds with attempts by party leadership to prevent such a scenario. Former Governor
2021 California gubernatorial recall election
2021_California_gubernatorial_recall_election
Supervisor Sherrill Long Before 2026 Election. Is He Worried About Sherrill's Odds?". SFist. Retrieved December 11, 2025. Hoge, Patrick (January 14, 2026).
2026 San Francisco Board of Supervisors election
2026_San_Francisco_Board_of_Supervisors_election
1st episode of the 2nd season of The Last of Us
2, Episode 1 Review: Things Get Off To A Slow Start With Joel & Ellie At Odds, But I Have Faith In What's Being Set Up". Screen Rant. Valnet. Archived
Future_Days_(The_Last_of_Us)
2023 film by Christopher Nolan
March 6, 2024. Haage, Anthony (March 5, 2024). "'Oppenheimer's' Best Picture Odds Say It's a 2024 Oscars Winner – Here's Why It's Not". Gambling Sites. Archived
Oppenheimer_(film)
German footballer (born 1989)
Mönchengladbach. On 28 August, he scored a hat-trick in their 7–2 home win against Odds BK to qualify for the 2015–16 UEFA Europa League. Reus and Dortmund would
Marco_Reus
Men's association football team
because of an Aron Sele 40th minute goal. After the break, they swiftly equalized with a right-wing attack culminating in Lorenzo Lazzari getting past the
San Marino national football team
San_Marino_national_football_team
American professional soccer club based in New York metropolitan area
York Red Bulls Complete Transfer of Norwegian Winger Dennis Gjengaar from Odds BK". "New York Red Bulls Announce Midfielder Emil Forsberg as Captain for
New_York_Red_Bulls
Argentine footballing career
time, during which Messi restored Argentina's lead. Mbappé, however, equalized the score again. Messi then scored his team's first spot kick in an eventual
Career_of_Lionel_Messi
Chess tournament
hard-fought game where Arjun first built up a winning attack, then Gukesh equalized, before Arjun finally prevailed in the bishop versus knight endgame. Carlsen
Norway_Chess_2025
Men's association football team
the scoring in the 12th minute on a goal from Nelinho. Even though Lato equalized one minute before half-time, it was not to be for Poland: two goals from
Poland_national_football_team
votes in the primaries. Former governor Ronald Reagan of California was the odds-on favorite to win his party's nomination for president after nearly beating
1980 United States presidential election
1980_United_States_presidential_election
American actress
Year Title Role Notes Ref. 1959 Odds Against Tomorrow Girl in Bar 1960 Pay or Die Adelina Saulino 1961 Posse from Hell Helen Caldwell 1961 Splendor in
Zohra_Lampert
American Founding Father (1755–1804)
greater federal power at the expense of the states, which placed him at odds with Thomas Jefferson and other Founding Fathers. Jefferson especially opposed
Alexander_Hamilton
23, 2026. Retrieved March 2, 2026. "Will Iranians Rise Up? Here Are the Odds". POLITICO. March 1, 2026. Retrieved March 2, 2026. "What is the Monroe Doctrine
History_of_the_United_States
Violent tactic resulting in the attacker's intentional death
Haifa, as "violent actions perpetrated by people who are aware that the odds they will return alive are close to zero". Other sources exclude from their
Suicide_attack
American basketball player and coach (1934–2022)
Bailey Howell, Larry Siegfried, and Havlicek to hit a buzzer beater that equalized the series. The teams split the next two games and it all came down to
Bill_Russell
Post Wish You Were Here...? ("The Carnival") - Gordon Giltrap The Wizard of Odds – Alan Thicke Wizards of Waverly Place ("Everything Is Not What It Seems")
List of television theme music
List_of_television_theme_music
Somali footballer (born 1998)
in their quarterfinal win over Fredrikstad, including a stoppage time equalizer to send the match to penalty kicks. Bilal was born in Norway to a Gambian
Bilal_Njie
Secretion produced by mucous membranes
woman's fertile time allows a couple to time intercourse to improve the odds of pregnancy. It is also proposed as a method to avoid pregnancy. In general
Mucus
Producer Queen Kong Dawn of the Mummy 25 Harry Belafonte 96 US Actor, Singer Odds Against Tomorrow Carmen Jones 25 Gennadi Bogachyov 78 Russia Actor Speed
2023_in_film
Men's association football team
the tournament's first game and with barely enough players. Despite the odds, Honduras progressed into the quarter-finals, where they defeated Brazil
Honduras national football team
Honduras_national_football_team
Australian professional football manager
FIFA World Cup qualification. In the 2022 FIFA World Cup, Arnold defied all odds and criticism aimed against him, leading Australia to the round of 16 for
Graham_Arnold
National Football League franchise in Pittsburgh, Pennsylvania
others being the Cleveland Browns and the Baltimore Colts), in order to equalize the number of teams in the two conferences of the newly merged league.
Pittsburgh_Steelers
Final of the 14th edition of the UEFA Women's Championship
2025. Retrieved 27 July 2025. Sanders, Emma (27 July 2025). "Lionesses defy odds to create English football history". BBC Sport. Retrieved 28 July 2025. It
UEFA_Women's_Euro_2025_final
Probability distribution
and re-scaling (the beta and Pearson Type I distributions can always be equalized by proper choice of parameters). In fact, in several English books and
Beta_distribution
Dutch professional association football club
season. Roda JC needed a win to avoid direct relegation, and against all odds, Roda JC defeated Feyenoord to qualify for the promotion/relegation play-offs
Roda_JC_Kerkrade
American soccer player (born 1983)
the Wayback Machine "MLS Golden Boot winner Chris Wondolowski defies the odds". USA Today. October 26, 2010. Retrieved September 27, 2014. Henn, George
Chris_Wondolowski
Tax on investment profits
on employee shares or options that are subject to a vesting period, is at odds with the treatment of unrestricted shares or options which are free of capital
Capital_gains_tax
42nd season in existence of Paris Saint-Germain
director Leonardo, Paris fell behind to an early Óscar Cardozo goal, but equalized soon after when Clément Chantôme's cushioned through ball was brilliantly
2011–12 Paris Saint-Germain FC season
2011–12_Paris_Saint-Germain_FC_season
English club in international football
final (after 2008 – which Chelsea also involved – and 2019). Despite the odds being in Manchester City's favour and City dominating the possession throughout
Chelsea F.C. in international football
Chelsea_F.C._in_international_football
2010s, in which bookmakers, either by being deceived or as accessories, post odds and take bets on a match that never actually takes place. Ghost goal – situations
Glossary of association football terms
Glossary_of_association_football_terms
112th season in existence of Real Madrid CF
to his first head coaching role. Under Zidane, Madrid managed to turn the odds in its favor, ultimately winning the Champions League, something no one expected
2015–16_Real_Madrid_CF_season
Standardized test used for U.S. college admissions
resulting in the observed gender discrepancy. Paradoxically, this is at odds with the tendency of girls to have higher classroom scores than boys, proving
SAT
Nyíregyháza 2024–25 football season
borítani a papírformát Pakson" [Szpari played well, but couldn't upset the odds in Paks]. nso.hu (in Hungarian). 5 April 2025. Archived from the original
2024–25 Nyíregyháza Spartacus FC season
2024–25_Nyíregyháza_Spartacus_FC_season
EQUALIZED ODDS
EQUALIZED ODDS
Girl/Female
Tamil
Equaled, Similar
Girl/Female
Hindu
Equaled, Similar
Girl/Female
Assamese, Bengali, Gujarati, Hindu, Indian, Jain, Kannada, Malayalam, Marathi, Sanskrit, Telugu
Equalled
EQUALIZED ODDS
EQUALIZED ODDS
Female
English
Variant form of English Rachel, RACHELLE means "ewe."
Boy/Male
Indian
The protector
Girl/Female
Indian, Tanzanian
Fire
Girl/Female
Indian, Punjabi, Sikh
Priceless Wealth; Unique
Boy/Male
Indian, Sikh
Only One; Single Warrior; The Brave One
Boy/Male
Tamil
More attractive, Gratitude, Thankfulness, Obligation
Boy/Male
Christian & English(British/American/Australian)
God is my Saviour
Female
Greek
(Ἀπφία) Greek name APPHIA means "fruitful, increasing." In the bible, this is the name of Phrygian woman.Â
Boy/Male
Tamil
Archishman | à®…à®°à¯à®šà¯€à®·à¯à®®à®¾à®¨
The Sun
Surname or Lastname
English
English : variant of Welford.
EQUALIZED ODDS
EQUALIZED ODDS
EQUALIZED ODDS
EQUALIZED ODDS
EQUALIZED ODDS
n.
Tendency to become diffused; tendency, as of heat, to become equalized by spreading through a conducting medium.
p. pr. & vb. n.
of Equalize
n.
A race, for horses or men, or any contest of agility, strength, or skill, in which there is an allowance of time, distance, weight, or other advantage, to equalize the chances of the competitors.
v. t.
To be equal to; equal; to match.
n.
A surplus held as a reserved fund by a bank to equalize its dividends, etc.; in the Bank of England, the balance of assets above liabilities.
a.
To equalize; to make adequate.
v. t.
To pronounce equal; to compare as equal.
a.
Distinguished as existing in a very high degree; rarely equaled; eminent; extraordinary; exceptional; as, a man of singular gravity or attainments.
a.
Not capable of being equaled or paralleled.
a.
Capable of being paralleled, or equaled.
n.
In vehicles, a swinging crossbar, to the ends of which other crossbars, or whiffletrees, are hung, to equalize the draught when two or three horses are used abreast.
imp. & p. p.
of Equal
imp. & p. p.
of Equalize
n.
A piece of metal or wood, forming a support to equalize pressure; a brass; a pillow block.
v. t.
To make equal or equal to; to equalize; hence, to compare or regard as equals; to put on equality.
a.
Not equaled; unmatched; unparalleled; unrivaled; exceeding; surpassing; -- in a good or bad sense; as, unequaled excellence; unequaled ingratitude or baseness.
n.
One who, or that which, equalizes anything.
n.
The act of equalizing, or state of being equalized.
v. t.
To make equal; to cause to correspond, or be like, in amount or degree as compared; as, to equalize accounts, burdens, or taxes.