Modojojo / cement_strength_prediction

Predict the Compressive Strength of Concrete using Machine Learning. Built an End to End Pipeline to Fetch, Validate, Preprocess, Cluster, and then Train best performing Machine Learning Model for each of the Cluster. Best Performing Model is selected by Training 5 different Regression Algorithms on unique sets of Hyperparameters using Grid Search CV and then train the same 5 models on the Hyperparameters that gave the highest R-Squared Score, then out of these 5 Different ML Algorithms, Select the one with the Highest R-Squared Score.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Modojojo/cement_strength_prediction Issues

No issues in this repository yet.