cs5228-project

CS5228 : Semester Project

Things Left to Do -

Reason Behind Removing Outliers - Atul
Property Type Target Encoding Grouping : Make it More Thorough - Prakhar
Final Sanity Pass Through Data Preprocessing (With Proper Explanation for Each Choice) - Pritam
Final Sanity Pass Through Data Preprocessing (With Proper Explanation for Each Choice) - Atul
Final Sanity Pass Through Data Preprocessing (With Proper Explanation for Each Choice) - Prakhar
Use Auxiliary Data to Improve Classification - Prakhar
Switch to Sklearn Pipeline - Atul
Recommendation System Baseline Method : Literature Search - Pritam

Improve the Usage of Auxiliary Data (For eg, Use 'Density' instead of 'Nearest') - Prakhar
Recommendation System Baseline Method : Literature Search - Atul, Pritam
Define Task 3 - Prakhar
Task 3 : Price of Old vs New - Prakhar

Final Kaggle Classification Pipeline and Comparing Various Algorithms : Part 1 - Pritam
kNN, Cosine Similarity - Atul
Add Auxiliary Data into Sklearn Pipeline - Atul
Task 3 : Size, Num beds, etc. of Old vs New - Prakhar
Task 3 : Condos vs HDB - Due to Foreigners; Tenure across time - Prakhar
Task 3 : Which areas are being renovated? - Help LTA to make decisions like roads, MRT, etc. - Prakhar

Weight features to allow customization for user - Prakhar
Final Kaggle Classification Pipeline and Comparing Various Algorithms : Part 2 - Pritam
Write Report : Data Preprocessing and EDA - Pritam, Atul, Prakhar
Write Report : Introduction and Motivation
Write Report : Evaluations and Interpretation

prakharg24/cs5228-project