Projects in Awesome Lists tagged with rmse-score

https://github.com/krisharul26/air-quality-index-prediction_with_deployment

India is one of the countries with the highest air pollution country. Generally, air pollution is assessed by PM value or air quality index value. For my further analysis, I have selected PM-2.5 value to determine the air quality prediction and the India-Bangalore region. Also, the data was collected through web scraping with the help of Beautiful Soup.

extra-trees-classifier hyperparameter-tuning linear-regression rmse-score svm-regressor xgboost-algorithm

Last synced: 18 Oct 2025

https://github.com/ajayarunachalam/regressormetricgraphplot

Python package to simplify plotting of common evaluation metrics for regression models. Metrics included are pearson correlation coefficient (r), coefficient of determination (r-squared), mean squared error (mse), root mean squared error(rmse), root mean squared relative error (rmsre), mean absolute error (mae), mean absolute percentage error (mape), etc.

coefficient-of-determination correlation-coefficient evaluation-metrics graph mae metrics metrics-visualization mse plot python regression regression-testing rmse rmse-score rmsre

Last synced: 10 Apr 2025

https://github.com/radhikareddy-chintareddy/exploratory-data-analysis-and-regression-for-property-pricing

This project analyzes property listing data to uncover trends and predict property prices using regression modeling. Key steps include exploratory data analysis (EDA), data cleaning, multicollinearity checks, and model evaluation using metrics like RMSE.

data-visualization exploratory-data-analysis python regression-analysis rmse-score statistical-analysis

Last synced: 24 Apr 2026

https://github.com/moindalvs/simple_linear_regression_1

Predicting Delivery Time Using Sorting Time

aic bic data-transformation f-statistics likelihood log-transformation matplotlib numpy ols-regression ordinary-least-squares pandas-dataframe pandas-library prediction predictive-modeling residuals rmse-score simple-linear-regression sklearn sklearn-library

Last synced: 17 Apr 2026

https://github.com/tanishq-ctrl/house-price-prediction-and-visualization

This repository contains code and data for analyzing real estate trends, predicting house prices, estimating time on the market, and building an interactive dashboard for visualization. It is structured to cater to data scientists, real estate analysts, and developers looking to understand property market dynamics.

catboost catboost-classifier catboostregressor dataanlaytics datavisualization-project housepriceprediction lightgbm lightgbm-classifier lightgbm-regressor machinelearningalgorithms r2score rmse-score xgboost xgboost-algorithm xgboost-classifier

Last synced: 22 Mar 2025

https://github.com/rooshmica/concrete-compressive-strength-prediction

Concrete Dataset for Regression Model training

linear-regression machine-learning polynomial-regression python rmse-score scikit-learn

Last synced: 15 Apr 2026

https://github.com/archismwanchatterjee/football-match-prediction

Football Match Predictor for top leagues

ensemble-machine-learning machine-learning pandas random-forest-classifier rmse-score scikit-learn streamlit

Last synced: 17 Apr 2026

https://github.com/kbhalajiyadav/lipophilicity_model

This project trains a Morgan Fingerprint model to predict lipophilicity.

maccs-fingerprint mlpregressor morgan-fingerprints nn rdkit rdkit-chem rmse-score sklearn smiles

Last synced: 16 Apr 2026

https://github.com/satya04m/recommender-system

The Recommender-System project is a machine learning-based application designed to predict user preferences and provide personalized recommendations. It leverages various algorithms, such as collaborative filtering and content-based filtering, to analyze user data and suggest relevant items. The project also includes a CI/CD pipeline for automating

deep-learning deep-neural-networks mse neural-network python recommendation-system rmse-score