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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
Equalizer adapted the pilot episode and "The Children's Song", To Even the Odds was based on "The Defector" and "Back Home", and Blood and Wine was taken
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
are prohibited under the Constitution". Constitutional colorblindness Equalized odds Gender-blind Post-racial America Racecraft Racial essentialism Strategic
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)
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
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.
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 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
Football match between Spain and Argentina
Ruiz scored to give Spain a 1–0 lead. Charles De Ketelaere of Belgium equalized the score at 1–1 with a header from a cross by Timothy Castagne shortly
2026_FIFA_World_Cup_final
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
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
American syndicated talk show
Saint Harison Rich Paul promotes his book Lucky Me: A Memoir of Changing the Odds. Saint Harison performs his hit song "Ego Talkin". Jennifer welcomes six-year-old
The_Jennifer_Hudson_Show
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
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)
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
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
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
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
Secessionist movement in 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
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. Archived from the original on 2 March 2017. Retrieved 19 September
Talk_box
American soccer player (born 1984)
Fixtures, Odds and Results". Soccer Punter. Retrieved July 27, 2016. "Germany Frauen Bundesliga 2010/2011 Predictions, H2H Stats, Match Fixtures, Odds and Results"
Ali_Krieger
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
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_episodes
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
Canadian actor & director (born 1948)
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
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
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
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
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
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)
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
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
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
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
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
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
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
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
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 (districts 1–26)
2026_United_States_House_of_Representatives_elections_in_California_(districts_1–26)
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
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
Kids' Writes 1981–1983 co-production with Embassy Television Against the Odds 1982–1984 Standby...Lights! Camera! Action! 1982–1987 Going Great 1983–1984
List of Paramount Skydance television programs
List_of_Paramount_Skydance_television_programs
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
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
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
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
Film adaptations of the Marvel Comics character
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
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
2007 Indian film by Shimit Amin
mounts a spectacular comeback to win 3–2, claiming the World Cup against all odds. The historic victory alters public perception, forcing the players' families
Chak_De!_India
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
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
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
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
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
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
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
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
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)
Election of Ronald Reagan
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
Horse race
of Equalizer (2001) Big Noon (1941), sire of Casanova (1954) Justus (1946), sire of Jussi (1960) Winning odds: 1.28 - Quiggin (1984) Winning odds: 98
Konung_Gustaf_V:s_Pokal
Peruvian footballer (born 1953)
the match with just five minutes remaining. Against all odds, Muchotrigo scored the equalizer with Muchotrigo being paid double his initial desired salary
Pablo_Muchotrigo
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)
World Cup final, held in Spain
shot outside the penalty area into the goal to give Italy the lead. Peru equalized in the 83rd minute when Rubén Toribio Díaz struck a shot that deflected
1982_FIFA_World_Cup_final
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
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
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
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
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
Soccer game in Bloemfontein, South Africa and a part of 2009 FIFA Confederations Cup
Mphela opened the scoring, assisted by Siphiwe Tshabalala. However, Spain equalized late in the game through striker Dani Güiza — who had also come off the
Spain v United States (2009 FIFA Confederations Cup)
Spain_v_United_States_(2009_FIFA_Confederations_Cup)
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
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 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
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
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 conservative legal activist
April 4, 2016. Thompson, Krissah (February 25, 2013). "Edward Blum Defies Odds in Getting Cases to Supreme Court". Washington Post. Retrieved April 4, 2016
Edward_Blum_(activist)
the hand (calling) relative to the current pot size, offering better pot odds. With antes, more players stay in the hand, which increases pot size and
Betting_in_poker
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
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 Founding Father (1750s–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
Turkish footballer (born 1998)
2024. "Which teams have qualified for Euro 2024? Draw, favourites, outright odds and most exciting teams". OneFootball. 13 April 2025. Retrieved 13 April
Kerem_Aktürkoğlu
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
Naval battle on the Black Sea in 1915
to operate in groups consisting of at least three battleships to equalize the odds in artillery combat. Additionally, due to the older construction of
Action_of_10_May_1915
Compact car produced by American Motors Corporation
its time". The new model was yet another response to the "many times the odds were stacked against this bold, little automaker from Kenosha, Wisconsin
AMC_Eagle
MSC". CNBC. Retrieved March 2, 2026. "Will Iranians Rise Up? Here Are the Odds". POLITICO. March 1, 2026. Retrieved March 2, 2026. "The week that transformed
History_of_the_United_States
1997 studio album by U2
make for a thrilling roller-coaster ride" and that the band had "defied the odds and made some of the greatest music of their lives". David Browne of Entertainment
Pop_(U2_album)
American police procedural television series
premiered on CBS on October 2, 2022. It aired on Sundays at 9:00 PM after The Equalizer and lead into NCIS: Los Angeles. In Canada, it aired on CTV Television
East_New_York_(TV_series)
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
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)
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
Irish soccer player & manager (born 1961)
(26 July 2022). "Whelan - Liverpool's underappreciated legend who beat the odds". This Is Anfield. Retrieved 28 October 2024. "Games for the 1981-1982 season
Ronnie_Whelan
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
Philosophical interpretation of the axioms of probability
cards and dice, which are designed specifically to introduce random and equalized elements; in mathematical terms, they are subjects of indifference. This
Probability_interpretations
Italian musical term meaning "beautiful singing"
passaggio in between. These registers needed to be smoothly blended and fully equalized before a trainee singer could acquire total command of his or her natural
Bel_canto
Development of cultural activity in the United States
country: it reduced hierarchies among white men, but put them at greater odds with those who were initially outside of democratic society, namely white
Cultural history of the United States
Cultural_history_of_the_United_States
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
History_of_Real_Madrid_CF
Academic discipline and profession
know for sure what will happen, but you know the odds, that is risk and If you don't even know the odds, that is uncertainty." Risk management in social
Social_work
1998 video game
Host Station more self-defense cannons but equalized its firepower with the other factions, and equalized its availability of power stations with the
Urban_Assault
travel, tourism, insurance
EQUALIZED ODDS
EQUALIZED ODDS
EQUALIZED ODDS
EQUALIZED ODDS
EQUALIZED ODDS
EQUALIZED ODDS
EQUALIZED ODDS
EQUALIZED ODDS
EQUALIZED ODDS
travel, tourism, insurance