winsorization

There are 0 repository under winsorization topic.

• srimallipudi / Estimating-Optimal-Cash-Levels-for-Firms-Using-SAS

  This comprehensive analysis delves into the crucial role of cash holdings in determining a firm's future performance and market dynamics.

  data-cleaningdata-mergingdata-transformationregression-analysissaswinsorization
  Language:SAS 1

• zuhaib1214 / Feature-Engineering

  This repository is totally focused on Feature Engineering Concepts in detail, I hope you'll find it helpful.

  binarizationfeature-engineeringlabelencodernormalisationonehot-encodingordinal-encodingpercentile-methodprincipal-component-analysissimpleimputerstandardizationwinsorizationz-scorediscritisationmean-median-imputationiterative-imputerknn-imputerfrequent-value-imputation
  Language:Jupyter Notebook 1

• vahadruya / Capstone_Classification_Cardiovascular_Risk_Prediction

  This project explores the Framingham Heart disease dataset with the objective to predict its risk in 10 years. Various methods for handling missing values and outliers are explored as iterations. After analysing the dataset, important and necessary features are selected. Seven ML models are implemented, with evaluation on the basis of Test Recall.

  chi-squared-testclassificationdecision-treesheart-disease-predictionknn-classifierknn-imputationpandaspythonrandom-forest-classifierrecall-scoreregression-imputationshapshapirosklearnsmotet-testtrimmingwinsorizationxgboost-classifier
  Language:Jupyter Notebook 0

• vrittigandhi / data_mining_project_22

  Predicting popularity of movies using the IMDb movies dataset with multiple regression algorithms such as XGBoost, Gradient Boosting, Regularization Regressors, and Stacking Regressor; Performed extensive data cleaning, feature engineering, and used transformation techniques such as winsorization and log-transformation

  gradientboostingxgboostwinsorization
  Language:HTML