home/categories/machine-learning/ecnu-icalk-autoskill-skillbank-convskill-english-gpt3-5-8-glm4-7-scikit-learn-pipeline-with-ner-and-vader-feature-engineering-skill-md
machine-learningdata-ai

scikit-learn-pipeline-with-ner-and-vader-feature-engineering

Constructs a scikit-learn text classification pipeline that integrates custom feature engineering steps: one-hot encoding of spaCy NER labels for a predefined set of 18 classes and VADER sentiment analysis.

ECNU-ICALK
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ECNU-ICALK
์—…๋ฐ์ดํŠธ๋จ 2026. 3. 13.
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304
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quick start

Installation and usage

Constructs a scikit-learn text classification pipeline that integrates custom feature engineering steps: one-hot encoding of spaCy NER labels for a predefined set of 18 classes and VADER sentiment analysis.

์„ค์น˜
$ install --globalskills.sh
์‚ฌ์šฉ๋ฒ•

์„ค์น˜ ํ›„ ํ„ฐ๋ฏธ๋„์—์„œ ๋‹ค์Œ ๋ช…๋ น์„ ์‹คํ–‰ํ•˜์—ฌ ์ด ์Šคํ‚ฌ์„ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค:

skills use scikit-learn-pipeline-with-ner-and-vader-feature-engineering