https://github.com/armanx200/income-predictor

🔍✨ A machine learning project that predicts income based on various demographic factors using Random Forest and Gradient Boosting algorithms. Includes data preprocessing, hyperparameter tuning, and model evaluation with detailed performance metrics. 📊🤖

arman-kianian classification data-preprocessing data-science gradient-boosting hyperparameter-tuning income-prediction machine-learning python random-forest scikit-learn

Last synced: 03 Apr 2025

https://github.com/asma-hachaichi/adult-income-prediction

This project focuses on predicting the income of individuals based on a diverse set of demographic and socio-economic features. Using the Adult Income dataset, I used a Random Forest model to address this classification task.

income-prediction machine-learning prediction random-forest streamlit

Last synced: 28 Apr 2025

https://github.com/mihirkudale/income-prediction-ml

income-prediction machine-learning

Last synced: 20 Mar 2025

https://github.com/deliprofesor/income-analytics-interpretable-machine-learning-model

This project predicts whether an individual earns more than 50K using the Adult Income dataset. A Random Forest model is trained and evaluated, with explanations provided through DALEX and LIME for feature importance and model transparency.

classification dalex data-preprocessing data-science data-visualization feature-engineering income-prediction lime machine-learning model-explainability predictive-modeling r-programming random-forest

Last synced: 10 Apr 2025

https://github.com/jibbs1703/predicting-income-level

Exploratory Data Analysis and Classification Modelling of the Adult Income Dataset aka the Census Income Dataset

census-data classification-modeling exploratory-data-analysis income-prediction machine-learning

Last synced: 20 Mar 2025