GitHub / krishcy25 / Building-several-Regression-MachineLearning-Algorithms-for-ContinuousOutcomePrediction
This repository focuses on building several Regression Models-Linear Regression, XGBoost Regressor, Ridge Regression, Lasso Regression, Polynomial Regression that predicts the continuous outcome (House Prices) along with several Data Preparation Techniques (Transformations/Scaling, Imputation, Filtering of Outliers, Handling of correlated features, One Hot Encoding)
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PURL: pkg:github/krishcy25/Building-several-Regression-MachineLearning-Algorithms-for-ContinuousOutcomePrediction
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License: None
Language: Jupyter Notebook
Size: 2.88 MB
Dependencies parsed at: Pending
Created at: almost 5 years ago
Updated at: 9 months ago
Pushed at: almost 5 years ago
Last synced at: 9 months ago
Topics: lasso-regression, linear-regression, polynomial-regression, ridge-regression, xgboost-regression