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GitHub topics: log-transform

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

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.

Language: R - Size: 421 KB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Seghelicious/Cars45

Language: Jupyter Notebook - Size: 522 KB - Last synced at: 12 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

nani757/QQ-plot-Function-Transformer-Log-Transform-Reciprocal-Transform-Square-Root-Transform

Function Transformer is part of feature engineering it converts probability density function to normal distribution

Language: Jupyter Notebook - Size: 428 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

Related Keywords
log-transform 3 qq-plot 2 square-root-transform 1 reciprocal-transform 1 logisticregression 1 function-transformer 1 feature-engineering 1 decisiontreeclassifier 1 columntransformer 1 standardization 1 standard-scaler 1 regression 1 random-forest-regressor 1 preprocessing 1 pipelines 1 normalization 1 model-development 1 knn-regressor 1 knn-imputer 1 grid-search-cv 1 extreme-values 1 data-cleaning 1 cross-validation 1 correlation-coefficient 1 linear-regression 1 data-mining 1