In: Statistics and Probability
| x1 | x2 |
| 3.05 | 3.12 |
| 9.28 | 4.02 |
| 7.09 | 4.1 |
| 8.52 | 2.76 |
| 2.27 | 2.48 |
| 5.57 | 3.21 |
| 4.51 | 1.29 |
| 6.9 | 3.89 |
| 4.33 | 2.75 |
| 6.04 | 3.98 |
1. Use z-scores to standardize the values, and then calculate the Euclidean distance between the first two observations.
2. Use the min-max transformation to normalize the values, and then calculate the Euclidean distance between the first two observations.