cs5228-project

CS5228 : Semester Project

Things Left to Do -

Tuesday

• 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

Wednesday

• 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

Thursday

• 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

Friday

• 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

Saturday

• Write Report : Complete Report
• Readable Version of Codebase
• Submit Everything

Sunday