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Instance selection (or dataset reduction, or dataset condensation) is an important data pre-processing step that can be applied in many machine learning
Instance_selection
Visual HTML5-based 2D game editor
Construct eschews selecting specific instances of objects when adding events, in favor of filtering through all instances of an object type on screen. When
Construct_(game_engine)
Type of supervised learning in machine learning
machine learning, multiple-instance learning (MIL) is a type of supervised learning. Instead of receiving a set of instances which are individually labeled
Multiple_instance_learning
Meta-algorithmic technique to choose an algorithm
Algorithm selection (sometimes also called per-instance algorithm selection or offline algorithm selection) is a meta-algorithmic technique to choose an
Algorithm_selection
Ecological theory concerning the selection of life history traits
The r/K selection theory is an evolutionary hypothesis examining the selection of traits in an organism that trade off between quantity and quality of
R/K_selection_theory
Random mating
random mating is distinct from lack of natural selection: in viability selection for instance, selection occurs before mating. In simple terms, panmixia
Panmixia
Manipulation of data before it is analyzed
include cleaning, instance selection, normalization, one-hot encoding, data transformation, feature extraction and feature selection. Data preprocessing
Data_preprocessing
Mechanism of evolution by differential reproduction
Natural selection is the differential survival and reproduction of individuals due to differences in the relative fitness endowed on them by their own
Natural_selection
Machine learning software
mining tasks such as: Visualization, Descriptive statistics, Instance selection, feature selection, feature construction, regression, factor analysis, clustering
Tanagra_(machine_learning)
Feature selection algorithm used in binary classification
'core' Relief algorithm, i.e. examining strategies for neighbor selection and instance weighting, (2) improving scalability of the 'core' Relief algorithm
Relief_(feature_selection)
Selective trading based on possession of hidden information
adverse selection, insurers may require premiums that reflect the customer's risk, distinguishing high-risk from low-risk individuals. For instance, medical
Adverse_selection
Biological entity within the hierarchy of biological organization
for instance; see kin selection and group selection. There also is debate over the definition of the units themselves, and the roles for selection and
Unit_of_selection
Evolutionary strategy favoring relatives
Kin selection is a process whereby natural selection favours a trait due to its positive effects on the reproductive success of an organism's relatives
Kin_selection
Mode of natural selection involving the choosing of and competition for mates
Sexual selection is a mechanism of evolution in which members of one sex choose mates of the other sex (intersexual selection) to mate with, and compete
Sexual_selection
Tandem selection is a method of artificial selection in which useful traits are selected for sequentially. For instance, one could select for both increased
Tandem_selection
Overview of and topical guide to machine learning
decision trees Information gain ratio Inheritance (genetic algorithm) Instance selection Intel RealSense Interacting particle system Interactive machine translation
Outline_of_machine_learning
Change in the heritable traits of populations
literature. For instance, mutation biases are frequently invoked in models of codon usage. Such models also include effects of selection, following the
Evolution
Non-comparative lexicographical selection algorithm
In computer science, radix selection is a non-comparative selection algorithm, the selection analog of most-significant-digit (MSD) radix sort. It enables
Radix_selection
1871 book by Charles Darwin
The Descent of Man, and Selection in Relation to Sex is a book by English naturalist Charles Darwin, first published in 1871, which applies evolutionary
The Descent of Man, and Selection in Relation to Sex
The_Descent_of_Man,_and_Selection_in_Relation_to_Sex
Chinese computer scientist
editors. Computational methods of feature selection. CRC Press; 2007 Liu, Huan, and Hiroshi Motoda. Instance Selection and Construction for Data Mining. New
Huan_Liu
State in southern India
Madras Presidency. On 10 July 1806, the Vellore mutiny, which was the first instance of a large-scale mutiny by Indian sepoys against the British East India
Tamil_Nadu
Proposed mechanism of evolution
speaking for instance of actions for the good of the species. In the 1930s, Ronald Fisher and J. B. S. Haldane proposed the concept of kin selection, a form
Group_selection
Method for finding kth smallest value
expected number of comparisons of a randomized selection algorithm can be better than this bound; for instance, selecting the second-smallest of six elements
Selection_algorithm
Process in machine learning and statistics
theoretically optimal max-dependency selection, yet produces a feature set with little pairwise redundancy. mRMR is an instance of a large class of filter methods
Feature_selection
AttributeType="CurrencySource" GroupingBehavior="DiscourageGrouping"> <InstanceSelection>DropDown</InstanceSelection> <KeyColumns> <KeyColumn ColumnName="CurrencyName"
Business Intelligence Markup Language
Business_Intelligence_Markup_Language
Video game series
Because of Nintendo of America's censorship policies at the time, most instances of blood, nudity and religious imagery were removed or edited in early
Castlevania
States Jury Selection and Service Act of 1968, or "Jury Act", 28 U.S.C. § 1861 et seq, provides the judicial structure for the selection of United States
Jury Selection and Service Act
Jury_Selection_and_Service_Act
Evolutionary effects of sexual selection on humans
The concept of sexual selection was introduced by Charles Darwin as an element of his theory of natural selection. Sexual selection is a biological way
Sexual_selection_in_humans
between s-selection and c-selection, see for instance Ouhalla (1994:125), Lasnik (1999:21), and Fromkin et al. (2000:228ff.). For examples of selection used
Selection_(linguistics)
1966 book by George C. Williams
Adaptation and Natural Selection: A Critique of Some Current Evolutionary Thought is a 1966 book by the American evolutionary biologist George C. Williams
Adaptation and Natural Selection
Adaptation_and_Natural_Selection
Index selection is a method of artificial selection in which several useful traits are selected simultaneously. First, each trait that is going to be
Index_selection
Sexual selection mechanism
Fisherian runaway or runaway selection is a sexual selection mechanism proposed by the mathematical biologist Ronald Fisher in the early 20th century
Fisherian_runaway
Selection of data points in statistics
because the randomness of the selection may result in a sample that does not reflect the makeup of the population. For instance, a simple random sample of
Sampling_(statistics)
1957 essay by Jacques Lacan
"The Instance of the Letter in the Unconscious, or Reason Since Freud" (French: L'instance de la lettre dans l'inconscient) is an essay by the psychoanalyst
The Instance of the Letter in the Unconscious, or Reason Since Freud
The_Instance_of_the_Letter_in_the_Unconscious,_or_Reason_Since_Freud
September 1953 article by Lester Asheim in the Wilson Library Bulletin
the difference between selection and censorship. He writes that the censor uses external criteria to judge a book; for instance, the author's life may
Not_Censorship,_But_Selection
Animal breeding concept
A selection limit is a term from animal breeding and quantitative genetics that refers to a cessation of progress even when continued directional selection
Selection_limits
1859 book on evolution by Charles Darwin
good instance of how fixed races are, in face of very different external conditions. The slowness of any changes explained by constitutions selection & sexual
On_the_Origin_of_Species
2002 book by Nick Bostrom
Anthropic Bias: Observation Selection Effects in Science and Philosophy (2002) is a book by philosopher Nick Bostrom. It investigates how to reason when
Anthropic_Bias
Group of large game birds
attract females, and the showy features of the males had evolved by sexual selection. More recently, Amotz Zahavi proposed in his handicap principle that these
Peafowl
Chinese-American computer scientist
Chen, Jinbo Bi and James Z. Wang, MILES: Multiple-Instance Learning via Embedded Instance Selection, IEEE Transactions on Pattern Analysis and Machine
James_Z._Wang
Breeding for desired characteristics
Selective breeding (also called artificial selection) is the process by which humans use animal breeding and plant breeding to selectively develop particular
Selective_breeding
involving the instance with the highest utility is made. The outcome of the decision, when received, is then used to update the utility of the instance that was
Dynamic_decision-making
Mode of natural selection in plants
Sexual selection in Arabidopsis thaliana is a mode of natural selection by which the flowering plant Arabidopsis thaliana selects mates to maximize reproductive
Sexual selection in Arabidopsis thaliana
Sexual_selection_in_Arabidopsis_thaliana
Game mechanic where players act at the same time
simultaneous action selection in that players secretly choose their locations at the same time. This is important in that, for instance, a player plotting
Simultaneous_action_selection
Medical history of American celebrity
symptoms, but otherwise he was in good spirits". One week later, the jury selection for the child sexual abuse trial resumed in Jackson's presence. In 1993
Health and appearance of Michael Jackson
Health_and_appearance_of_Michael_Jackson
Theory of the "selfish gene"
passed from generation to generation almost exclusively by DNA, natural selection and evolution are best considered from the perspective of genes. Proponents
Gene-centered view of evolution
Gene-centered_view_of_evolution
World War II Allied nuclear weapons program
of TNT), actually a few tons more than the stated "100-tons". The first instance in print of Oppenheimer's Gita story is apparently from 1948. Oppenheimer
Manhattan_Project
Men's association football team
Cesáreo Onzari scored directly from a corner kick, the first reported instance of this feat in football. Because Uruguay had recently won the gold medal
Argentina national football team
Argentina_national_football_team
Special operations selection and assessment programme in Malaysia
Special Forces Selection is the recruitment, selection, and training process for candidates of the Special forces units in Malaysia. This selection process is
Malaysian Special Forces Selection
Malaysian_Special_Forces_Selection
Assisted reproductive technology procedure
age of 40), and the increased costs associated with multiple births. For instance, a pregnancy with twins can cost up to three times that of a singleton
In_vitro_fertilisation
State government commission conducting examinations and recruitment
The Uttarakhand Subordinate Service Selection Commission (UKSSSC) is a government organization in the state of Uttarakhand, India, responsible for conducting
Uttarakhand Subordinate Service Selection Commission
Uttarakhand_Subordinate_Service_Selection_Commission
Bias in the sampling of a population
bias is usually classified as a subtype of selection bias, sometimes specifically termed sample selection bias, but some classify it as a separate type
Sampling_bias
Four-letter code designation for aviation facilities around the world
codes, which are sometimes assigned to railway stations as well. The selection of ICAO codes is partly delegated to authorities in each country, while
ICAO_airport_code
Measure of antenna performance
in every direction away from the antenna in spherical coordinates. For instance, the night sky is roughly 4 K; the value of the temperature pattern in
Antenna gain-to-noise-temperature
Antenna_gain-to-noise-temperature
Season of National Basketball Association team the New York Knicks
in 26 years where they had clinched a playoff series at home, the last instance being in the 1999 NBA playoffs. New York would once again face off with
2024–25 New York Knicks season
2024–25_New_York_Knicks_season
Thirteenth letter of the Latin alphabet
words, such as mnemonic, is pronounced as /n/. This digraph is the only instance where the letter ⟨m⟩ is silent. M is the fourteenth most frequently used
M
Post-quantum digital signature scheme
underlying hash function. A theoretical forgery attack for specific SHA256 instances has been described that requires a large amount of legitimate signatures
SPHINCS+
2021 browser game
contain that letter in any spot. If a guessed word contains multiple instances of the same letter—such as the "o"s in "robot"—those letters will be marked
Wordle
Ratio of competing statistical models
as a null hypothesis and an alternative, but this is not necessary; for instance, it could also be a non-linear model compared to its linear approximation
Bayes_factor
Trait that determines an organism's sexually reproductive function
through observation of that individual's sexual characteristics. Sexual selection or mate choice can accelerate the evolution of differences between the
Biological_sex
American computer scientist
Award Finalist. "Exploiting Unlabeled Texts with Clustering-based Instance Selection for Medical Relation Classification". AMIA 2017 Annual Symposium (AMIA
Ellen_Riloff
Epic poem attributed to Homer
books 9 to 11—include too many mythical elements to be truly mappable. For instance, there are challenges ascertaining whether Odysseus's homeland of Ithaca
Odyssey
Fallacy of incomplete evidence
example of which is the confirmation bias. Cherry picking can refer to the selection of data or data sets so a study or survey will give desired, predictable
Cherry_picking
affect the behaviour of prey dropping for different species. For instance, selection of prey may depend on substrate used in that environment. Northwestern
Tool_use_by_non-humans
public to choose the British entry in the contest through a national selection process on many occasions. The BBC has hosted the contest a record nine
United Kingdom in the Eurovision Song Contest
United_Kingdom_in_the_Eurovision_Song_Contest
Psychological theory of dreaming
The schemas modified and tested by emotional selection are those essential for meeting needs. For instance, a dream of being attacked, chased, or falling
Emotional selection (dreaming)
Emotional_selection_(dreaming)
Keyboard input error
touchscreen or physical keyboard that occurs when the wrong selection is made, or multiple selections are made due to options or keyboard keys being too close
Fat-finger_error
Reproductive structure in flowering plants
century, when it became specialised to mean "ground grain" — originally an instance of figurative flower meaning "best part; finest". The Old English word
Flower
Desirable qualities in partners
preferences shaped by ancestral selection pressures. These preferences are understood within the framework of sexual selection (first proposed by Charles Darwin
Mate_choice_in_humans
Significance of the peppered moth in evolutionary biology
The evolution of the peppered moth is an evolutionary instance of directional colour change in the moth population as a consequence of air pollution during
Peppered_moth_evolution
Serbian basketball player (born 1995)
named to the All-NBA Team on eight occasions (including six first-team selections), and won the NBA Most Valuable Player Award for the 2020–21, 2021–22
Nikola_Jokić
Model of cultural evolution
Cultural group selection is an explanatory model within cultural evolution of how cultural traits evolve according to the competitive advantage they bestow
Cultural_group_selection
American collegiate basketball tournament process
the selection process doesn't officially mention the "eye test". For instance, in 2016 Oklahoma athletic director Joe Castiglione, the NCAA selection committee's
NCAA basketball tournament selection process
NCAA_basketball_tournament_selection_process
Mental process dealing with knowledge
forms of information influence the underlying cognitive operations. For instance, memories from earlier experiences determine which objects are experienced
Cognition
Wagering something of value on a random event
random event with the intent of winning something else of value, where instances of strategy are discounted. Gambling thus requires three elements to be
Gambling
Common ancestor evolutionary evidence
only a small fraction of the instances observed. Once again, take note of the established fact that, "...natural selection is a ubiquitous part of speciation
Evidence_of_common_descent
National Football League franchise in Baltimore, Maryland
became the team's hallmark and bailed a struggling offense out in many instances through the season. Ray Lewis was named Defensive Player of the Year.
Baltimore_Ravens
2021 film festival
The 24th Málaga Film Festival was an instance of the Málaga Film Festival that took place from 3 to 13 June 2021 in Málaga, Andalusia, Spain. In March
24th_Málaga_Film_Festival
Domesticated species of canid
persecuted, giving them a disadvantage when facing large dog groups. In some instances, wolves have displayed an uncharacteristic fearlessness of humans and
Dog
Case in which having two different versions of a gene provides an advantage
traits upon the same organism. In this instance, the state of the organism's environment will provide selection, with a net effect either favoring or working
Heterozygote_advantage
Committee of the Supreme Court of Norway
a separate instance – a case will be decided upon either by the Appeals Selection Committee or by the Supreme Court. The Appeals Selection Committee intermittently
Appeals Selection Committee of the Supreme Court of Norway
Appeals_Selection_Committee_of_the_Supreme_Court_of_Norway
Creating sequence of numbers that cannot be predicted
to be suitable for randomization are in fact not quite so simple. For instance, a system that "randomly" selects music tracks for a background music system
Random_number_generation
Australia's track record of perfect attendance in the final, it was the first instance of them not finishing in the top ten, ending in 20th place with 99 points
Australia in the Eurovision Song Contest
Australia_in_the_Eurovision_Song_Contest
Sorting algorithm
efficient in practice than most other simple quadratic algorithms such as selection sort or bubble sort – but relative incoming data order and read/write
Insertion_sort
Technique used in computer graphics to blur edges
helps make added features look "in place" with the background image. For instance, if someone wanted to add a leaf to a photograph of grass using computer
Feathering
claim that it is a peccatum contra naturam ("sin against nature"). For instance, homosexuality in animals was cited by the American Psychological Association
Homosexual behavior in animals
Homosexual_behavior_in_animals
dialing 102, but the service is charged as a regular local call in most instances except from payphones. However, all local landline telephone companies
Telephone_numbers_in_Brazil
Indian examination
Examination (SSC CGL or CGLE) is an examination conducted by the Staff Selection Commission to recruit Group B and C officers to various posts in ministries
Combined Graduate Level Examination
Combined_Graduate_Level_Examination
Controversial theory in terminal ballistics
detail (pp. 153–154). In addition, the published analysis documents five instances of abdominal wounding in cases where the bullet did not penetrate the
Hydrostatic_shock
Tendency to misinterpret statistical experiments involving conditional probabilities
Berkson's paradox, also known as Berkson's bias, collider bias, endogenous selection bias or Berkson's fallacy, is a result in conditional probability and
Berkson's_paradox
In-depth, detailed examination of a particular case
circumstances. A case selection that is based on representativeness will seldom be able to produce these kinds of insights. While a random selection of cases is
Case_study
Process of selecting the most efficient media of advertising
Advertising media selection is the process of choosing the most efficient media for an advertising campaign. To evaluate media efficiency, planners consider
Advertising_media_selection
Annual international song competition
experience for television viewers and ensure all entries stand out by avoiding instances where songs of a similar style or tempo are performed in sequence. Since
Eurovision_Song_Contest
State government agency
leak. Reports suggested the involvement of a paper leak mafia, with one instance involving a mastermind allegedly solving papers in a bus for a fee of ₹10
Rajasthan Public Service Commission
Rajasthan_Public_Service_Commission
Part of the Court of Justice of the European Union
the Lisbon Treaty on 1 December 2009, it was known as the Court of First Instance. The General Court has competence over the following cases. Actions for
General Court (European Union)
General_Court_(European_Union)
Branch of machine learning
data with fewer units than a similarly performing shallow network. For instance, it was proved that sparse multivariate polynomials are exponentially easier
Deep_learning
Independent evolution of similar features
similar characteristics; for instance, gliding frogs have evolved in parallel from multiple types of tree frog. Many instances of convergent evolution are
Convergent_evolution
and texts. The two systems overlap substantially: Homer and Plato, for instance, are "Hom." and "Pl." in the OCD, LSJ, and the DGE; Cicero and Horace are
Abbreviations for classical authors and texts
Abbreviations_for_classical_authors_and_texts
Cricket Organization in Bihar State, India
necessary for the petitioner to apply for an affiliate membership at the first instance and then seek promotion as an associate member and thereafter full member
Bihar_Cricket_Association
Senior official position in the government of China
prominent case being Deng Xiaoping in the mid-to-late 1970s. In irregular instances, the position of a senior vice premier has been named either to indicate
Vice_Premier_of_China
INSTANCE SELECTION
INSTANCE SELECTION
Boy/Male
Indian
Distance
Girl/Female
Muslim
Some distance
Girl/Female
Muslim
Some distance
Girl/Female
American, Australian, British, Christian, Dutch, English, French, German, Latin, Portuguese, Shakespearean, Swedish
Constancy; Steadfastness
Girl/Female
Latin American English French Shakespearean
Firm of purpose. Constancy, from the Latin Constantia.
Surname or Lastname
English and French
English and French : from the medieval female personal name Constance, Latin Constantia, originally a feminine form of Constantius (see Constant), but later taken as the abstract noun constantia ‘steadfastness’.English and French : habitational name from Coutances in La Manche, France, which was named Constantia in Latin (see above) in honor of the Roman emperor Constantius Chlorus, who was responsible for fortifying the settlement in ad 305.
Female
English
Variant spelling of English/Scottish Anstice, ANSTACE means "resurrection."
Girl/Female
Muslim
Some distance
Girl/Female
Greek
One who will be reborn.
Female
English
English form of Latin Constantia, CONSTANCE means "steadfast."Â
Girl/Female
Arabic, Muslim, Sindhi
Some Distance
Girl/Female
Hindu
Insurance
Girl/Female
Tamil
Insurance
Boy/Male
Arabic
Distance
Girl/Female
Muslim
Some distance
Girl/Female
Arabic, Muslim, Sindhi
Some Distance
Female
French
French form of Latin Constantia, CUSTANCE means "steadfast."Â
Girl/Female
Indian
Some distance
Girl/Female
Indian
Some distance
Girl/Female
Arabic, Muslim
Example; Instance; Precedent
INSTANCE SELECTION
INSTANCE SELECTION
Girl/Female
Hindu, Indian
In a Sastra
Boy/Male
Tamil
Lord Ganesh
Girl/Female
Tamil
Manaswini | மநஸà¯à®µà®¿à®¨à¯€
The God of intelligence a light
Surname or Lastname
English, German, and Jewish (Ashkenazic)
English, German, and Jewish (Ashkenazic) : from Middle English, Middle High German, Yiddish finger (modern German Finger), probably applied as a nickname for a man who had some peculiarity of the fingers, such as possessing a supernumerary one or having lost one or more of them through injury, or for someone who was small in stature or considered insignificant. As a Jewish name, it can also be an ornamental name.
Girl/Female
Indian
Guardian, Custodian, Patron
Male
Spanish
Spanish form of Latin Amadeus, AMADIS means "to love God." In the medieval romance Amadis of Gaul, this is the name of the Gaulish knight who married the king's daughter Oriana.
Girl/Female
Indian, Punjabi, Sikh
Friend of Guru
Surname or Lastname
English
English : metonymic occupational name for a Skinner, from Old English scinn, Middle English shin ‘hide’, ‘pelt’. In Middle English this word was replaced by the Norse equivalent, skinn.
Surname or Lastname
English
English : possibly a variant of Hackwood, a habitational name from a minor place so named. One example, in Northamptonshire, is named from Middle English hacked ‘cut’ + wode ‘wood’; another, in Basingstoke, Hampshire is named from Old English haca ‘hook’, ‘bend’ + wudu ‘wood’. In the U.S. this name is frequent in NC.See Hagewood 1.
Girl/Female
Christian & English(British/American/Australian)
Joy or Blooming
INSTANCE SELECTION
INSTANCE SELECTION
INSTANCE SELECTION
INSTANCE SELECTION
INSTANCE SELECTION
n.
That which is instant or urgent; motive.
imp. & p. p.
of Instance
n.
The act or quality of being instant or pressing; urgency; solicitation; application; suggestion; motion.
n.
Remoteness in succession or relation; as, the distance between a descendant and his ancestor.
a.
Urged or stimulated from within; naturally moved or impelled; imbued; animated; alive; quick; as, birds instinct with life.
a.
A day of the present or current month; as, the sixth instant; -- an elliptical expression equivalent to the sixth of the month instant, i. e., the current month. See Instant, a., 3.
a.
Used by, or appropriated to, insane persons; as, an insane hospital.
a.
Immediately; instantly; at once; as, he left instanter.
v. t.
To impress, as an animating power, or instinct.
n.
The interval between two notes; as, the distance of a fourth or seventh.
v. t.
To set, place, or establish, as in a rank, office, or condition; to install; to invest; as, to instate a person in greatness or in favor.
v. i.
To give an example.
a.
Characterized by insanity or the utmost folly; chimerical; unpractical; as, an insane plan, attempt, etc.
v. t.
To outstrip by as much as a distance (see Distance, n., 3); to leave far behind; to surpass greatly.
v. t.
To mention as a case or example; to refer to; to cite; as, to instance a fact.
n.
Instance; urgency.
v. t.
To cause to appear as if at a distance; to make seem remote.
a.
A natural aptitude or knack; a predilection; as, an instinct for order; to be modest by instinct.
n.
The act of issuing, or giving out; as, the issuance of an order; the issuance of rations, and the like.
v. t.
To place at a distance or remotely.