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Set of techniques in machine learning
Feature Importance (or Variable Importance or Feature Attribution) refers to a set of techniques and mathematical frameworks used in machine learning
Feature_Importance
Tree-based ensemble machine learning methods
Toloşi L, Sander O, Lengauer T (May 2010). "Permutation importance: a corrected feature importance measure". Bioinformatics. 26 (10): 1340–7. doi:10
Random_forest
Machine learning technique
methods. Gradient boosting can be used for feature importance ranking, which is usually based on aggregating importance function of the base learners. For example
Gradient_boosting
Property of things that make a difference
consequences. Importance is often treated as an objective feature in contrast to the subjective attitude of caring about something or ascribing importance to it
Importance
Farcical comedy play by Oscar Wilde
The Importance of Being Earnest, a Trivial Comedy for Serious People is a play by Oscar Wilde, the last of his four drawing-room plays, following Lady
The Importance of Being Earnest
The_Importance_of_Being_Earnest
Concept in game theory
from dividing profits in business partnerships to understanding feature importance in machine learning. Suppose we have a situation where players can
Shapley_value
Concept in machine learning
cross-validation outcomes may also signal issues. Feature examination involves scrutinizing feature importance rankings and ensuring temporal integrity in time
Leakage_(machine_learning)
AI whose outputs can be understood by humans
marginal contribution of a feature across all possible combinations of features. Feature importance estimates how important a feature is for the model. It is
Explainable artificial intelligence
Explainable_artificial_intelligence
Machine learning method
2022-12-31. Gupta, Aman (2020-10-25). "Accumulated Local Effects (ALE)-Feature Importance Technique". Analytics Vidhya. Retrieved 2022-12-27. Munn, Michael
Accumulated_local_effects
Statistical method
i\neq j} . Barber and Candès showed that, equipped with a suitable feature importance statistic, fixed-X knockoffs can be used for variable selection while
Knockoffs_(statistics)
Domain of microorganisms
proteins, such as insulin, growth factors, or antibodies. Because of their importance for research in general, samples of bacterial strains are isolated and
Bacteria
American animation studio
because of its importance to the company, visitors are required to agree not to disclose its exact location within Glendale. Previously, feature animation
Walt_Disney_Animation_Studios
2002 film by Oliver Parker
The Importance of Being Earnest is a 2002 romantic comedy-drama film directed by Oliver Parker, based on Oscar Wilde's classic 1895 comedy of manners of
The Importance of Being Earnest (2002 film)
The_Importance_of_Being_Earnest_(2002_film)
Fractional Importance is a modern rock band from Los Angeles, California formed in 1998, consisting of Doug Gledhill (lead vocals and guitar), Nate Perry
Fractional_Importance
Topics referred to by the same term
Multi-Draw Indirect, a rendering technique Mean decrease in impurity feature importance (machine learning) Major Depression Inventory, a self-report mood
MDI
a list of animated feature films that were released in 2025. The following is a list of the 10 highest-grossing animated feature films first released
List of animated feature films of 2025
List_of_animated_feature_films_of_2025
Extracting features from raw data for machine learning
importance scores and correlation matrices. Features vary in significance. Even relatively insignificant features may contribute to a model. Feature selection
Feature_engineering
1926 film
Children of No Importance or The Illegitimate (German: Die Unehelichen) is a 1926 German silent drama film directed by Gerhard Lamprecht and starring Bernhard
Children_of_No_Importance
American film award
The Academy Award for Best International Feature Film (known as Best Foreign Language Film prior to 2020) is one of the Academy Awards handed out annually
Academy Award for Best International Feature Film
Academy_Award_for_Best_International_Feature_Film
Machine learning library
added the capability to understand the feature importance of models with the addition of 'Overall Feature Importance' and 'Generalized Additive Models'.
ML.NET
1992 American film
The Importance of Being Earnest is a 1992 American film adaptation of the 1895 play of the same name by Oscar Wilde, featuring an all-black cast. Director
The Importance of Being Earnest (1992 film)
The_Importance_of_Being_Earnest_(1992_film)
Algorithm used by Google Search to rank web pages
"web page" and co-founder Larry Page. PageRank is a way of measuring the importance of website pages. According to Google: PageRank works by counting the
PageRank
Sandbox video game
Retrieved 9 August 2020. Ramsey, Chase (11 August 2015). "The Quiet Importance of the Minecraft Soundtrack". Kill Screen. Archived from the original
Minecraft
Type of Monte Carlo algorithms for signal processing and statistical inference
_{i=1}^{N}w_{k}^{(i)}=1.} Sequential importance sampling (SIS) is a sequential (i.e., recursive) version of importance sampling. As in importance sampling, the expectation
Particle_filter
The following is a list of feature films with fictional and factual lesbian characters. The films were released theatrically, direct-to-video, or on a
List of feature films with lesbian characters
List_of_feature_films_with_lesbian_characters
Piece of non-fiction writing about news
specification. Characteristics that attribute to feature stories include exploring a topic or issue that is of importance to the writer(s). Features follow the outlines
Feature_story
Japanese animator and artist (born 1941)
international acclaim as a masterful storyteller and creator of Japanese animated feature films, and is widely regarded as one of the greatest and most accomplished
Hayao_Miyazaki
American actress (born 1975)
television film The Night Train to Kathmandu and appeared in her first feature film, Two Moon Junction. Jovovich gained attention for her role in the
Milla_Jovovich
American superhero media franchise
much the series analyzed their impact as a "sincere assessment" of the importance of the stories beyond gender representation. Conversely, Kai Young of
Marvel_Cinematic_Universe
American rapper (born 1983)
Shop" (featuring Wanz) became the first self-released song to top the Billboard Hot 100 in 11 years. Their second single, "Can't Hold Us" (featuring Ray
Macklemore
Subset of artificial intelligence
equipped with a "goof" button to cause it to reevaluate incorrect decisions.[importance?] A representative book[citation needed] on research into machine learning
Machine_learning
Explainable AI technique
global-average-pooled over each element of the feature map (hence, highlighting the "importance" of the elements of a feature map k for a target class C): α k C =
Class_activation_mapping
British film director (born 1972)
career directing music videos and television series, before making his feature directorial debut with Pride & Prejudice (2005), based on the Jane Austen
Joe_Wright
History of Apple's current Mac operating system
system was not ready for mainstream adoption, but they recognized the importance of its initial launch as a base to improve upon. Simply releasing Mac
MacOS_version_history
The following is a list of feature films with fictional and factual gay characters. The films were released theatrically, direct-to-video, or on a streaming
List of feature films with gay characters: 1900–1999
List_of_feature_films_with_gay_characters:_1900–1999
Process in machine learning and statistics
learning, feature selection is the process of selecting a subset of relevant features (variables, predictors) for use in model construction. Feature selection
Feature_selection
Striptease performer
stripping minimize the interaction of strippers with customers, reducing the importance of the tease in the performance in favor of speed of undress (the strip)
Stripper
2026 American film
Wachowski, who found it "beautiful and sad and funny", also noting the importance of queer representation. She was set to direct the film, which would make
Trash_Mountain
Search engine from Google
BackRub because the technology checks backlinks to determine a site's importance. Other keyword-based methods to rank search results, used by many search
Google_Search
Graphical representation of music
In Western music, the term chroma feature or chromagram closely relates to twelve different pitch classes. Chroma-based features, which are also referred
Chroma_feature
American filmmaker (born 1989)
feature film debut with the crime drama film Little Woods (2018), which earned her a nomination for the American Independent Award for Best Feature Film
Nia_DaCosta
Fungi spore print color
recorded were with thick or thin prints, limiting the usefulness of this feature as an identification characteristic. In some instances, the colour of the
Spore_print
American model and actress (born 1992)
During an interview with Elle magazine in 2013, she reflected on the importance of Christian faith to her life and career. Upton recalled an occasion
Kate_Upton
American actor (born 1999)
age three, and started acting in feature films and stage productions in 2008. She won the Ovation Award for Featured Actress In a Musical for Next to
Isa_Briones
Prehistoric impact crater in Mexico
Penfield was initially unable to obtain evidence that the geological feature was a crater and gave up his search. Later, through contact with Alan R
Chicxulub_crater
American actor (born 1940)
and out-of-town productions to Broadway. He won two Tony Awards for Best Featured Actor in a Play for Does a Tiger Wear a Necktie? (1969) and Best Actor
Al_Pacino
Indian actress (born 1986)
competition. Sanjukta Sharma of Mint found her glamorous role to be of minimal importance, but the film became one of her most successful, earning over ₹3.4 billion
Deepika_Padukone
This is a list of plays that have been adapted into feature films, whose titles fall into the A–I alphabetic range. Entries are sorted alphabetically
List of plays adapted into feature films: A to I
List_of_plays_adapted_into_feature_films:_A_to_I
noted in List of fictional intersex characters. Various live-action films feature either intersex issues as a plot element or have intersex characters. Films
List of feature films with intersex characters
List_of_feature_films_with_intersex_characters
Australian actress
performances in Australia, including Gwendolen Fairfax in a national tour of The Importance of Being Earnest in 2000 and The School for Scandal for the Sydney Theatre
Essie_Davis
Volgograd monumental sculpture
Mikhail Shumilov, who believed the statue's design would detract from the importance of the Panorama, which they thought to be the only structure that could
The_Motherland_Calls
American actress (born 1985)
in Myriad Pictures' adaptation of Oscar Wilde's comedy A Woman of No Importance. The film, which was scheduled for a 2011 release, encountered financing
Amanda_Seyfried
Musical
A Man of No Importance is a musical with music by Stephen Flaherty, lyrics by Lynn Ahrens and a book by Terrence McNally, based on the 1994 Albert Finney
A Man of No Importance (musical)
A_Man_of_No_Importance_(musical)
Australian actress (born 1967)
Park (1999), Bedazzled (2000), A.I. Artificial Intelligence (2001), The Importance of Being Earnest (2002) and Wednesday (2025). O'Connor won an AACTA Award
Frances_O'Connor
Domesticated subspecies of red junglefowl
vocalizations and behaviors, and feature in folklore, religion, and literature across many societies. Their economic importance makes them a central component
Chicken
South African photojournalist (1960–1994)
food center. In April 1994, the photograph won the Pulitzer Prize for Feature Photography. In 2011, the child's father revealed that the child was actually
Kevin_Carter
Swiss book and television series
left, the Rainbow Fish is finally happy. Its central theme is about the importance of sharing with others and how that leads to happiness. Publishers Weekly
The_Rainbow_Fish
Nautical terms for direction
and right halves which are mirror images of each other. One asymmetric feature is where access to a boat, ship, or aircraft is at the side; it is usually
Port_and_starboard
Umbrella organisation for operating retail payments and settlement systems in India
by 51 banks. BHIM app also supports USSD features. Understanding the importance of mobile banking in financial inclusion in general and of *99# in particular
National Payments Corporation of India
National_Payments_Corporation_of_India
Email service provided by Google
organizing, deleting or forwarding incoming emails to other addresses; and importance markers for automatically marking messages as 'important'. In November
Gmail
American actress and filmmaker (born 1984)
received critical acclaim and won the Independent Spirit Award for Best First Feature. She subsequently directed the thriller film Don't Worry Darling (2022)
Olivia_Wilde
State in Germany
the popular concert pavilions at the Baltic Sea). Since its growing importance for summer tourism, open-air theatres and festivals become more common
Mecklenburg-Vorpommern
Swedish singer and songwriter (born 1997)
she released her debut extended play (EP), Introducing (2013), which featured her first Swedish number-one single, "Uncover". Her debut studio album
Zara_Larsson
English girl group
In 1997, the Spice Girls made their live concert debut and released a feature film, Spice World, both to commercial success. The 1998 Spiceworld Tour
Spice_Girls
Adage about statistical measures
importance of scientific publications: All metrics of scientific evaluation are bound to be abused. Goodhart's law [...] states that when a feature of
Goodhart's_law
American actress (born 1944)
look fat. Making her look beautiful was easy." After some small parts in feature films, Channing co-starred with Warren Beatty and Jack Nicholson in Mike
Stockard_Channing
The following is a list of feature films with fictional and factual gay characters. The films were released theatrically, direct-to-video, or on a streaming
List of feature films with gay characters: 2020s
List_of_feature_films_with_gay_characters:_2020s
American pioneer nurseryman (1774–1845)
kind, generous ways, his leadership in conservation, and the symbolic importance that he attributed to apples. He was the inspiration for many museums
Johnny_Appleseed
The following is a list of feature films with fictional and factual bisexual characters. The films were released theatrically, direct-to-video, or on
List of feature films with bisexual characters
List_of_feature_films_with_bisexual_characters
Low-budget commercial film genre
to films meant to be shown as the lesser-known second half of a double feature, somewhat similar to B-sides in recorded music. However, the production
B_movie
German fairy tale
'Rumpelstiltskin,' to be featured Big Read book". www.purdue.edu. Retrieved 16 July 2023. Bergler, Edmund (1961). "The Clinical Importance of "Rumpelstiltskin"
Rumpelstiltskin
American animator, producer and entrepreneur (1901–1966)
introducing synchronized sound, full-color three-strip Technicolor, animated feature films and technical developments in cameras. The results, seen in features
Walt_Disney
Australian animated preschool television series
influenced the development of merchandise, a stage show featuring its characters, and a feature film, The Bluey Movie, scheduled to be released on 6 August
Bluey_(TV_series)
Taiwanese-American actress (b. 1979)
anime television series such as Lost Universe and Devil Lady. Chen's first feature film roles were uncredited appearances as Miss New Hampshire in the 2000
Camille_Chen
2019 South Korean film by Bong Joon Ho
Oscars, for Best Director, Best Original Screenplay, and Best International Feature Film. It is the first South Korean film to receive any Academy Award recognition
Parasite_(2019_film)
American actor (1977–2026)
performed in the musical Shenandoah at the Goodspeed Opera House, made his feature film debut as Rick Sandford, a sadistic bully, in Angus (1995), and filmed
James_Van_Der_Beek
American musician (born 1967)
After Wrestling with Arda Ocal to discuss his love for wrestling and the importance of unique theme songs for characters. On August 26, 2010, he took part
Billy_Corgan
Japanese animation studio
include two Academy Awards for Best Animated Feature, one Golden Globe Award for Best Animated Feature Film, one BAFTA Award for Best Animated Film,
Studio_Ghibli
This is a list of plays that have been adapted into feature films, whose titles fall into the R to Z alphabetic range. Entries are sorted alphabetically
List of plays adapted into feature films: R to Z
List_of_plays_adapted_into_feature_films:_R_to_Z
American rapper (born 1972)
appeared at a rally at Huntington Place in Detroit, where he spoke about the importance of voter turnout in Michigan and voiced support for Harris's stance on
Eminem
2015 film by Tom Hooper
to protect the importance of their relationship. In an interview with MTV International, Vikander revealed that two scenes featuring Amber Heard dancing
The_Danish_Girl_(film)
American actor (born 1995)
own rule to no longer play high schoolers because he saw the cultural importance of the film. That year, Robinson was named in Forbes' "30 Under 30" list
Nick Robinson (American actor)
Nick_Robinson_(American_actor)
2017 film by Lee Unkrich
$175–225 million, Coco is the first film with a nine-figure budget to feature an all-Latino principal cast. Coco premiered on October 20, 2017, during
Coco_(2017_film)
Operating system for Apple computers
up to 10.10, described the early releases in retrospect as "dog-slow, feature poor" and Aqua as "unbearably slow and a huge resource hog". Over the following
MacOS
American actor (born 1995)
a live play and screenplay reading series. Smith played Jack in The Importance of Being Earnest by Oscar Wilde and Dennis Ziegler in This Is Our Youth
Justice_Smith
Prehistoric musical instrument
and the Balkans. Highlighting the archaeological importance of this find, the Runik ocarina is featured on the upper-left side of the Emblem of Skenderaj
Runik_ocarina
British writer and poet (1916–1990)
darkly comic mood, featuring villainous adult enemies of the child characters. The latter also champion the kindhearted and feature an underlying warm
Roald_Dahl
Sites. These sites are more than hundred years old and of historical importance. On occasion of 75 years of the Independence of India, the Ministry of
List of Water Heritage Sites in India
List_of_Water_Heritage_Sites_in_India
British actress (1968–2021)
the Drama Centre London, she made her professional stage debut in The Importance of Being Earnest in 1990. Other theatre roles include playing Lady Macbeth
Helen_McCrory
1921 film by Denison Clift
A Woman of No Importance is a 1921 British drama film directed by Denison Clift and starring Fay Compton, Milton Rosmer, Ward McAllister, Lillian Walker
A Woman of No Importance (1921 film)
A_Woman_of_No_Importance_(1921_film)
2017 Canadian film
in 2024. Meghan Collie, "Chandler Levack on Her New TIFF Short & the Importance of Telling Trans Stories" Archived July 13, 2020, at the Wayback Machine
We Forgot to Break Up (2017 film)
We_Forgot_to_Break_Up_(2017_film)
American actor (born 1973)
Heart (2011) and later received a nomination for the Tony Award for Best Featured Actor in a Play for his role in Mother Play (2024). He has also acted in
Jim_Parsons
Meat of domestic sheep
centuries, given the importance of the food, around 100 recipes for preparing lamb have been developed in Lazio. Given the importance of abbacchio in social
Lamb_and_mutton
English actor (born 1972)
Minister Keir Starmer and Home Secretary Yvette Cooper. Elba emphasized the importance of action over mere discussion, advocating for a wide range of perspectives
Idris_Elba
American actor and musician (born 1997)
directed and produced by Brando Crawford. Wolff played Algernon in The Importance of Being Earnest by Oscar Wilde and Warren Straub in This Is Our Youth
Alex_Wolff
Egyptian-Palestinian actress
York. Calamawy began her acting career in independent cinema, making her feature film debut in Thursday (2006), followed by a series of short films, followed
May_Calamawy
English actress (born 1984)
(2018), Traces (2019–2020), Industry (2020), Say Nothing (2024), and the feature film Alice, Darling (2023). Nighy was born on 17 July 1984 in London. She
Mary_Nighy
Approach used in computer vision systems
operator and the Frei-Chen masking set. "Corner", "interest point" and "feature" are used interchangeably in literature, confusing the issue. Specifically
Corner_detection
Australian actor (born 1951)
productions of Oleanna, Waiting for Godot, The Winter's Tale and The Importance of Being Earnest. He made his Broadway debut in the absurdist comedy Exit
Geoffrey_Rush
Practice and strategies of increasing online visibility
reported that Google was developing and promoting mobile search as a key feature within future products, resulting in brands and marketers shifting toward
Search_engine_optimization
travel, tourism, insurance
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