"N-grams" Pronounce,Meaning And Examples
"N-grams" Natural Recordings by Native Speakers
"N-grams" Meaning
N-grams are contiguous sequences of n items from a given sample of text or speech. In the context of language modeling, an n-gram is a sequence of n words or letters that appear together in a particular order.
For example, a unigram is a single word, a bigram is a sequence of two words, a trigram is a sequence of three words, and so on. N-grams are often used in natural language processing (NLP) and machine learning applications, such as language modeling, text classification, and clustering.
In addition to language modeling, n-grams can also be used in other areas such as:
1. Data mining: N-grams can be used to identify patterns and relationships in data.
2. Information theory: N-grams can be used to calculate the entropy and conditional entropy of a sequence.
3. Pattern recognition: N-grams can be used to recognize patterns in data.
N-grams are an important concept in linguistics and computer science, and are used in a wide range of applications.
"N-grams" Examples
N-Grams Examples
Definition
An n-gram is a contiguous sequence of n items from a given sample of text or speech.Examples
Unigrams: A single word or character is an example of an unigram. For instance, the word "hello" is an unigram consisting of 5 characters: h-e-l-l-o.
Bigrams: A bigram is a sequence of two items, often used in language modeling and text analysis. For example, "hello" and "world" are bigrams, where "hello" is the first item and "world" is the second item.
+ "The" and "quick" are bigrams in the sentence "The quick brown fox."
+ "I" and "love" are bigrams in the sentence "I love to read."
Trigrams: A trigram is a sequence of three items. For instance, "hello", "world", and "in" are trigrams in the sentence "Hello world in Python."
+ "The", "quick", and "brown" are trigrams in the sentence "The quick brown fox."
+ "I", "love", and "to" are trigrams in the sentence "I love to read books."
4-Grams: A 4-gram is a sequence of four items. For example, "hello", "world", "in", and "Python" are 4-grams in the sentence "Hello world in Python program."
+ "The", "quick", "brown", and "fox" are 4-grams in the sentence "The quick brown fox jumps over the lazy dog."
5-Grams: A 5-gram is a sequence of five items. For instance, "hello", "world", "in", "Python", and "program" are 5-grams in the sentence "Hello world in Python program code."
+ "The", "quick", "brown", "fox", and "jumps" are 5-grams in the sentence "The quick brown fox jumps over the lazy dog."
"N-grams" Similar Words
Myxosporidian
Myxosporidian refers to a type of parasitic protozoan that is found in the gut of freshwater fish. These organisms are also known as Myxospora. They are a type of sporozoan that has a complex life cycle, involving both a sporogonic and gametogonic stage.
Myxostoma
Myxostoma is a term that refers to a type of parasitic worm that infects the intestines of fish. It is a species of tapeworm that belongs to the family Dilepididae. Myxostoma worms are typically long and flat, with a distinctive head end and a long, thin body. They obtain nutrients by attaching themselves to the intestinal walls of their fish hosts and absorbing nutrients. While myxostoma worms are not typically considered to be a major threat to fish health, heavy infestations can cause weight loss, anemia, and other problems in affected fish.
Myxothiazol
Myxothiazol is a chemical compound that is used as a herbicide and fungicide. It belongs to a class of synthetic compounds called triazoles, which are known for their ability to inhibit fungal growth and prevent the formation of fungal spores. As a herbicide, myxothiazol is used to control weeds by inhibiting the growth of their roots and preventing them from germinating.
Myxoviridae
Myxoviridae is a family of viruses that infect animals, including humans, and are characterized by their ability to retain their viral proteins after budding from the host cell, resulting in the formation of a viral envelope.
Myxovirus
A myxovirus is a type of virus that has a lipoprotein envelope, and it is capable of fusing with and incorporating segments from the membrane of a host cell. This type of virus is often characterized by its ability to undergo antigenic shift, where genetic material from different strain viruses combines to create a new strain with a changed antigenic makeup. Examples of myxoviruses include the influenza viruses (influenza A, B, and C) and the measles virus.
Myzontes
Myzontes is not a commonly used English word. However, I found that "myzontes" is often considered a rare or obsolete term that refers to a type of Mediterranean antelope ( Capra myzontes ) that is now extinct.
Myzostomata
Myzostomata is a group of marine animals that are parasitic on corals and sea anemones. They are characterized by their long, thin bodies, which are covered with setae (bristles) used for anchorage and filtration of food particles from the host's tissues. Myzostomata are not closely related to any other group of animals, and their evolutionary origins are still poorly understood. They are generally small, ranging in length from 0.5 to 5 cm, and are found in tropical and subtropical waters around the world.
N-tuple
N.a.s.a.
N.A.S.A. is an abbreviation that stands for National Aeronautics and Space Administration, which is a United States government agency responsible for the nation's civilian space program and for aeronautics and space research.
N.b.
Note bene. "N.b." is an abbreviation of the Latin phrase "nota bene," which means "note well" or "notice." It is often used to draw attention to something important or to remind someone of a crucial detail.
N.b.c.
"N.B.C." is an abbreviation of "National Broadcasting Company", which is an American television network.
N
The single letter "n" is a consonant that represents a nasal sound. It is a common letter in many English words, and has various pronunciations and uses depending on its position in the word.
Na-dene
Na-Dene is a language family spoken primarily in North America. It is a group of indigenous languages spoken by various Native American tribes, including the Tlingit, Haida, and Athabaskan people. The Na-Dene languages are known for their complex grammar and rich vocabulary, and are often characterized by their use of suffixes and prefixes to indicate grammatical relationships.
Na
The word "na" is a shortened form of the word "naive" which means having or showing a lack of experience, wisdom, or good judgment.
Naaman