Python implementaion of missing value imputation using K-Nearest-Neighbour and Weighted K-Nearest-Neighbour.
- Run Imputation.py
- Input file is data.csv
- Two feature scaling methods used: MinMaxScalar and Standard Scalar
- Two imputation algorithm: KNN and Weighted-KNN
- 5%, 10% and 20% instances removed to test the imputation accuracy.