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.
maintainer
ECNU-ICALK
Updated 3/13/2026
Stars
304
Forks
34
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.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use scikit-learn-pipeline-with-ner-and-vader-feature-engineering