Recognizes the subject of websites
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Mar 14, 2025 - Python
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linearsvc-model
Here are 10 public repositories matching this topic...
Data consists of tweets scrapped using Twitter API. Objective is sentiment labelling using a lexicon approach, performing text pre-processing (such as language detection, tokenisation, normalisation, vectorisation), building pipelines for text classification models for sentiment analysis, followed by explainability of the final classifier
pipeline random-forest regex sentiment-classification lemmatization textblob multinomial-naive-bayes stemming-porters feature-importance xgboost-model gridsearchcv stratified-sampling tfidfvectorizer linearsvc-model
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Apr 3, 2022 - Jupyter Notebook
Develop Machine Learning models to predict sentiments on COVID-19 tweets.
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Feb 16, 2021 - Jupyter Notebook
Conducting sentiment analysis on custom dataset more than 90000 statements mapped to 11 different emotions. Comparing the accuracy between LinearSVC, RandomForestClassifier and LSTM based models. Implementing the results in a chatbot powered by Gemini API.
sentiment-analysis data-visualization lstm-neural-networks random-forest-classifier linearsvc-model comparing-models
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Dec 14, 2024 - Jupyter Notebook
This Jupyter Notebook serves as a comprehensive guide to performing support vector machine (LinearSVC) classification and calculating accuracy scores for machine learning tasks. It provides step-by-step instructions and code examples for building, training, and evaluating a LinearSVC classifier
python numpy sklearn pandas seaborn svc-model matplotlib-pyplot tree-classifiers standardscaler dummyclassfier linearsvc-model
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Oct 12, 2023 - Jupyter Notebook
Harmonizing Hearts: A Music-Based Compatibility Analysis
spotify clustering compatibility feedforward-neural-network decision-trees knearest-neighbor-algorithm random-forest-classifier linearsvc-model
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Jan 29, 2024 - Jupyter Notebook
Repo for the exam of the course 'Introduction to ML for NLP'
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Jun 9, 2022 - Jupyter Notebook
Using Collaborative Filtering predicting Movie Rating and K-nearest Neighbours & SVM algorithms for Number ClassificationNumber Classification
machine-learning-algorithms python3 collaborative-filtering support-vector-machine svc f1-score gridsearchcv mean-square-error sklearn-library precision-recall mean-absolute-error k-nearest-neighbor-classifier linearsvc-model
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Jan 2, 2024 - Python
This project refactored code to build an SMS spam detection model using a linear SVC pipeline with TF-IDF vectorization. The model was integrated into a Gradio interface, enabling real-time user predictions of whether a text message is spam or not, demonstrating the practical application of language models in text classification tasks.
transformers classification gradio sklearn-library tf-idf-vectorizer text-classification-python colab-notebooks linearsvc-model binary-text-classification
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Oct 19, 2024 - Jupyter Notebook
E-mail classification using LinearSVC algorithm
python machine-learning gmail-api spam-classification svm-classifier classification-algorithm svc-svm linearsvc-model
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Jul 1, 2025 - Python
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