Skip to content
#

cooks-distance

Here are 25 public repositories matching this topic...

The given dataset contains electricity consumer household information. This information has been used to predict the amount to be paid by the consumer with the help of regression model selection and validated with feature importance.

  • Updated Jun 28, 2023
  • Jupyter Notebook

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. R&D Spend -- Research and devolop spend in the past few years Administration -- spend on administration in the past few years Marketing Spend -- spend on Marketing in t

  • Updated May 6, 2024
  • Jupyter Notebook

Prepare a prediction model for profit of 50_startups data. Do transformations for getting better predictions of profit and make a table containing R^2 value for each prepared model. Consider only the below columns and prepare a prediction model for predicting Price. Corolla<-Corolla[c("Price","Age_

  • Updated Apr 20, 2024
  • Jupyter Notebook

Supervised-ML---Multiple-Linear-Regression---Cars-dataset. Model MPG of a car based on other variables. EDA, Correlation Analysis, Model Building, Model Testing, Model Validation Techniques, Collinearity Problem Check, Residual Analysis, Model Deletion Diagnostics (checking Outliers or Influencers) Two Techniques : 1. Cook's Distance & 2. Levera…

  • Updated Jun 13, 2021
  • Jupyter Notebook

Supervised-ML---Multiple-Linear-Regression---Toyota-Cars. EDA, Correlation Analysis, Model Building, Model Testing, Model Validation Techniques, Collinearity Problem Check, Residual Analysis, Model Deletion Diagnostics (checking Outliers or Influencers) Two Techniques : 1. Cook's Distance & 2. Leverage value, Improving the Model, Model - Re-buil…

  • Updated Jun 14, 2021
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the cooks-distance topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the cooks-distance topic, visit your repo's landing page and select "manage topics."

Learn more