hyperparamter-tuning

There are 0 repository under hyperparamter-tuning topic.

hardikasnani / diamond-price-and-carat-prediction
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 Run-Time to take a situational decision to select the best model.
cross-validation-grid-search hyperparamter-tuning machine-learning multivariate-regression r-squared random-forest-regression run-time trade-off lasso-regression ridge-regression diamonds-dataset diamonds-price-prediction diamonds-carat-prediction
Language:Jupyter Notebook 1
yhunlu / machine-learning-sklearn
Machine Learning with Sklearn
classification-models gridsearchcv hyperparameter-optimization hyperparamter-tuning kaggle machine-learning pipeline random-forest randomsearch-cv regression-models sklearn
Language:Jupyter Notebook

hardikasnani / diamond-price-and-carat-prediction