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concrete-compressive-strength-prediction

https://github.com/UrielV1/concrete-compressive-strength-prediction/blob/main/concrete1.png

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