1 / 6

Advanced Data Modeling Methods for Predictive Analytics in R

This project explores various data modeling methods in R for predictive analytics. We analyze data, compare models, tune parameters, evaluate performance metrics, and select the best model based on independent test results. The study provides in-depth insights into model comparisons and performance evaluation with supporting tables and figures. The final selected model is described, and its predictive capabilities are assessed on independent test data.

izzy
Télécharger la présentation

Advanced Data Modeling Methods for Predictive Analytics in R

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. The PROJECT!!!!

  2. Introduction • Background • Goal of the project

  3. Methods section • Description of the data • Models and model comparison • Methods • Model tuning • Performance metrics • Model comparison • Software • R packages

  4. Results section • Descriptives and univariate results (?) • Model comparisons • What did you see • Supporting tables/figures • Selected model • Describe the final selected model • Model performance on independent test data set

  5. Discussion/Conclusion • Model comparison • Be sure not to over-state your conclusions • Anything unexpected? • Final model • Is it a good predictive model?

  6. Supplementary material • R-Code • Any other supporting information you deem interesting • Note, this is not part of the 5 page limit

More Related