This repository stores all datasets and the relevant R code file for the NTU PS0002 DSAI Project (Academic Year 2020-2021 Sem 2).
Contact email address: P190001@e.ntu.edu.sg
R Packages used and their versions:
caret(ver 6.0-86)corrplot(ver 0.86)datarium(ver 0.1.0)dplyr(ver 1.0.2)e1071(ver 1.7-6)factoextra(ver 1.0.7)ggplot2(ver 3.3.3)gridExtra(ver 2.3)nnet(ver 7.3-15)psych(ver 2.0.12)
Tasks involved: Classification and Regression.
- Classification: Multiclass logistic regression and SVMs (linear, radial, and sigmoid kernels)
- Regression: kNN, Linear Regression, and Random Forests