I leveraged an algorithmic approach to predict the price and carat of the diamond using Machine Learning. Various regression models have been trained and their performance has been evaluated using the R Squared Score followed by tuning of the hyperparameters of top models. I have also carried out a trade-off based on the R Squared Score and the …
machine-learning
ridge-regression
multivariate-regression
lasso-regression
run-time
random-forest-regression
trade-off
diamonds-price-prediction
r-squared
diamonds-dataset
cross-validation-grid-search
hyperparamter-tuning
diamonds-carat-prediction
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Updated
Jul 8, 2022 - Jupyter Notebook