We built Machine Learning models such as K-Nearest Neighbors and Decision Trees Classifier Models to determine an approximate predicted valuation of a property using various metrics such as number of rooms, land size, housing type, etc. The main goal is to build a more consistent and precise solution to property appraisal.
Check ../external-libraries for more.
- Loading Dataset
- Cleaning Data
- Data Splitting
- Data Visualization
- KNN & Decision Tree
- Cross Validating KNN & Decision Tree
Check ../publication for more.
Check ../src for more.
Check ../dataset for more.
Nguyen Le
Ashtosh Bhandari
Zachary Pao