Facial skin disease detection using Neural Networks
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Jan 24, 2023 - Python
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Corporate Credit Rating Prediction System - Knowledge Engineering Project - A.A. 2023-2024
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Sep 23, 2024 - Python
Prediction module for Tumor Teller - primary tumor prediction system
sklearn matplotlib flask-server imbalanced-data multiclass-classification imblearn hierarchical-classification machinelearning-python randomoversampler local-classifier-per-parent-node primary-tumor-classification
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Aug 24, 2020 - Python
This project aims to develop a machine learning model to classify SMS messages as spam or not spam. The project encompasses the entire pipeline from data collection and preprocessing to model training, evaluation, and deployment using Streamlit for an interactive user interface.
python machine-learning sql numpy scikit-learn machine-learning-algorithms pandas seaborn matplotlib postgresql-database grid-search random-search evaluation-metrics random-forest-classifier imblearn smote-sampling streamit
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Sep 4, 2024 - Python
Successfully trained a machine learning model which can predict whether a given transaction is fraud or not.
machine-learning sklearn exploratory-data-analysis data-visualization predictive-analytics model-based-testing model-building imblearn
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Apr 20, 2022 - Python
numpy svm scikit-learn sklearn pandas naive-bayes-classifier t-test scipy matplotlib knn imblearn anova-test
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Jun 28, 2024 - Python
Text classification with scikit-learn, used to make predictions for Kaggle Spooky Author Identification competition
python nlp machine-learning text-classification scikit-learn pandas seaborn kaggle spacy matplotlib nlp-machine-learning smote scikitlearn-machine-learning pyplot imbalanced-learning imblearn
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Jan 27, 2018 - Python
Final project for the Machine Learning course at the University of Cagliari in 2022. Analysis of a dataset, use of Machine Learning techniques with Oversampling and Undersampling techniques. Final report with the results obtained.
machine-learning scikit-learn pandas oversampling undersampling imblearn matplotlib-pyplot spambase-dataset
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Jan 2, 2024 - Python
Problem statment about modeling target vector and attempt to improve metrics
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Oct 25, 2024 - Python
MultinomialNB classifier for predicting Amazon review ratings.
nlp machine-learning sentiment-analysis scikit-learn ml pandas nltk naive-bayes-classifier beautifulsoup tf-idf gradio sentiment-classification imblearn
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Aug 11, 2024 - Python
Breast cancer classification project.
python data-science machine-learning deep-learning tensorflow numpy scikit-learn pandas supervised-learning classification data-analysis pylint neuronal-network cancer-detection imblearn
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Mar 20, 2023 - Python
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