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diamonds-carat-prediction

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hardikasnani / diamond-price-and-carat-prediction

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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
  • Updated Jul 8, 2022
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