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Projects in Awesome Lists tagged with logisticregression

A curated list of projects in awesome lists tagged with logisticregression .

https://github.com/mdaiyub/diabetes-prediction

Diabetes mellitus, commonly known as diabetes is a metabolic disease that causes high blood sugar. The hormone insulin moves sugar from the blood into your cells to be stored or used for energy. With diabetes, your body either doesn’t make enough insulin or can’t effectively use its insulin.

decisiontreeclassifier extratreesclassifier gradientboostingclassifier logisticregression logisticregressioncv machine-learning numpy pandas randomforestregressor seaborn svc xgboost

Last synced: 23 Apr 2025

https://github.com/uni-creator/lung_cancer_prediction

This project predicts lung cancer risks using machine learning models like Random Forest, Logistic Regression, and SVM. It analyzes patient data with features such as age, smoking habits, and symptoms. Data preprocessing, visualization, and performance evaluation ensure accurate predictions for early diagnosis.

aiinhealthcare datascience datavisualization decisiontreeclassifier featureengineering healthcareai knn logisticregression lungcancerprediction machinelearning medicalanalysis naivebayesclassifier python randomforestclassifier scikitlearn svm-classifier

Last synced: 21 Mar 2025

https://github.com/mbfakourii/drug-score-rating

Implementation of Drug database with LinearSVC, BernoulliNB, MultinomialNB, LogisticRegression, Perceptron and MLPClassifier models

bernoullinb drug-database linearsvc logisticregression mlpclassifier multinomialnb perceptron python sklearn

Last synced: 29 Mar 2025

https://github.com/datarohit/date-fruit-classification

This is Date Fruit Data taken from Kaggle. This data severs a classification problem to solved. Using various features of the fruit classify the fruit to its type.

classification logisticregression numpy pandas python3 standard-scaler

Last synced: 09 Apr 2025

https://github.com/mostafa-wael/loan-classifier

A machine leaning based loan classifier using many classification techniques then, uses them trying to find the best parameters for each one of them hence, compares between them according to various metrics

classification decisiontreeclassifier f1-score jaccard-similarity knn-classification logisticregression logloss ml svm-classifier

Last synced: 16 Mar 2025

https://github.com/jigyasag18/credit-card-fraud-detection-using-machine-learning

This repository presents a credit card fraud detection system utilizing a Logistic Regression model trained on a dataset of 284,807 transactions with significant class imbalance. After employing under-sampling for balance, the model achieves a test accuracy of around 93.40%, showcasing the effectiveness of ML in identifying fraudulent transactions.

credit-card-fraud creditcardfrauddetection data dataset logistic-regression logisticregression machine-learning machine-learning-algorithms mlproject mlprojects

Last synced: 03 Apr 2025

https://github.com/ahmed-maher77/diabetes-prediction-app-using-machine-learning

Diabetes Prediction: Using machine learning to classify individuals as diabetic or non-diabetic based on health data, enabling early intervention and improved healthcare outcomes.

ai css data-science gradientboostinclassifier javascript logisticregression machine-learning matplotlib numpy pandas python randomforestclassifier seaborn streamlit supportvectormachine webdevelopment

Last synced: 17 Mar 2025

https://github.com/gui-sitton/beta-bank

The bankers have discovered that it's cheaper to save existing customers than to attract new ones. We need to predict whether a customer will leave the bank soon. Model with the maximum possible F1 value.

decision-tree-classifier f1-score logisticregression machine-learning one-hot-encoding python random-forest-classifier

Last synced: 18 Mar 2025