"bag of words" meaning in English

{
  "forms": [
    {
      "form": "bags of words",
      "tags": [
        "plural"
      ]
    }
  ],
  "head_templates": [
    {
      "args": {
        "1": "bags of words",
        "head": "bag of words"
      },
      "expansion": "bag of words (plural bags of words)",
      "name": "en-noun"
    }
  ],
  "lang": "English",
  "lang_code": "en",
  "pos": "noun",
  "senses": [
    {
      "categories": [
        {
          "kind": "other",
          "name": "English entries with incorrect language header",
          "parents": [
            "Entries with incorrect language header",
            "Entry maintenance"
          ],
          "source": "w"
        },
        {
          "kind": "topical",
          "langcode": "en",
          "name": "Computational linguistics",
          "orig": "en:Computational linguistics",
          "parents": [
            "Computer science",
            "Linguistics",
            "Computing",
            "Sciences",
            "Language",
            "Social sciences",
            "Technology",
            "All topics",
            "Communication",
            "Society",
            "Fundamental"
          ],
          "source": "w"
        }
      ],
      "examples": [
        {
          "ref": "2023, John Paul Mueller, Luca Massaron, Python for Data Science For Dummies, John Wiley & Sons, page 132",
          "text": "You can then use the bag of words to train classifiers, a special kind of algorithm used to break words down into categories.",
          "type": "quotation"
        }
      ],
      "glosses": [
        "The collection of words from an unprocessed text without regard to grammar; a collection of word unigrams."
      ],
      "id": "en-bag_of_words-en-noun-1tXne3JR",
      "links": [
        [
          "computational linguistics",
          "computational linguistics"
        ],
        [
          "collection",
          "collection"
        ],
        [
          "word",
          "word"
        ],
        [
          "unprocessed",
          "unprocessed"
        ],
        [
          "text",
          "text"
        ],
        [
          "grammar",
          "grammar"
        ],
        [
          "unigram",
          "unigram"
        ]
      ],
      "raw_glosses": [
        "(computational linguistics) The collection of words from an unprocessed text without regard to grammar; a collection of word unigrams."
      ],
      "synonyms": [
        {
          "word": "BOW"
        }
      ],
      "topics": [
        "computational",
        "computing",
        "engineering",
        "human-sciences",
        "linguistics",
        "mathematics",
        "natural-sciences",
        "physical-sciences",
        "sciences"
      ],
      "translations": [
        {
          "code": "pt",
          "lang": "Portuguese",
          "sense": "collection of words",
          "word": "conjunto de palavras"
        }
      ],
      "wikipedia": [
        "bag-of-words model"
      ]
    }
  ],
  "word": "bag of words"
}

{
  "forms": [
    {
      "form": "bags of words",
      "tags": [
        "plural"
      ]
    }
  ],
  "head_templates": [
    {
      "args": {
        "1": "bags of words",
        "head": "bag of words"
      },
      "expansion": "bag of words (plural bags of words)",
      "name": "en-noun"
    }
  ],
  "lang": "English",
  "lang_code": "en",
  "pos": "noun",
  "senses": [
    {
      "categories": [
        "English countable nouns",
        "English entries with incorrect language header",
        "English lemmas",
        "English multiword terms",
        "English nouns",
        "English terms with quotations",
        "en:Computational linguistics"
      ],
      "examples": [
        {
          "ref": "2023, John Paul Mueller, Luca Massaron, Python for Data Science For Dummies, John Wiley & Sons, page 132",
          "text": "You can then use the bag of words to train classifiers, a special kind of algorithm used to break words down into categories.",
          "type": "quotation"
        }
      ],
      "glosses": [
        "The collection of words from an unprocessed text without regard to grammar; a collection of word unigrams."
      ],
      "links": [
        [
          "computational linguistics",
          "computational linguistics"
        ],
        [
          "collection",
          "collection"
        ],
        [
          "word",
          "word"
        ],
        [
          "unprocessed",
          "unprocessed"
        ],
        [
          "text",
          "text"
        ],
        [
          "grammar",
          "grammar"
        ],
        [
          "unigram",
          "unigram"
        ]
      ],
      "raw_glosses": [
        "(computational linguistics) The collection of words from an unprocessed text without regard to grammar; a collection of word unigrams."
      ],
      "synonyms": [
        {
          "word": "BOW"
        }
      ],
      "topics": [
        "computational",
        "computing",
        "engineering",
        "human-sciences",
        "linguistics",
        "mathematics",
        "natural-sciences",
        "physical-sciences",
        "sciences"
      ],
      "wikipedia": [
        "bag-of-words model"
      ]
    }
  ],
  "translations": [
    {
      "code": "pt",
      "lang": "Portuguese",
      "sense": "collection of words",
      "word": "conjunto de palavras"
    }
  ],
  "word": "bag of words"
}