concrete-compressive-strength-prediction

https://www.concreteprotection.com/tech_briefs/concrete-curing.php

Project objective

Predicting concrete compressive strength given its components

Project description

• A dataset of 1030 records and 9 features is given
• Main features: cement, superplasticizer, age
• Data exploration & Data visualization were executed
• ANN, Random forest, KNN and Gradient boosting models were used
• The best score was 0.91 using ANN sequential model