Question 1: Single choice
mediumAI-checkedDimensionality ReductionPCA on four standardized house features gives these loadings for the first and third components (rounded):
| Feature | PC1 | PC3 |
|---|---|---|
GarageArea |
0.47 | 0.03 |
YearRemodAdd |
0.40 | −0.04 |
TotalBsmtSF |
0.53 | 0.74 |
GrLivArea |
0.58 | −0.67 |
What kind of variation does PC3 describe?