log-transform

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Seghelicious / Cars45

cross-validation pipelines regression standardization preprocessing data-cleaning normalization correlation-coefficient random-forest-regressor model-development extreme-values knn-regressor knn-imputer grid-search-cv standard-scaler log-transform

Updated Mar 14, 2021
Jupyter Notebook

gaizkiaadeline / Forest-Fire-Prediction-Using-Data-Mining-Techniques

Star

This project focuses on predicting forest fire areas using the Fire Weather Index (FWI) dataset. Key methods include the use of Log Transform to normalize the burned area data, improving the performance of linear regression models. Data analysis and visualizations like histograms and QQ plots are utilized to explore patterns and model accuracy.

data-mining linear-regression log-transform qq-plot

Updated Oct 17, 2024
R

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