No | Years of Experience (x) | Salary (y) | Salary Prediction (y') | Error (y-y') | Squares of Error | Absolute Error |
---|---|---|---|---|---|---|
0 | 5 | 600 | 725 | -125 | 15625 | 125 |
1 | 7 | 900 | 905 | -5 | 25 | 5 |
2 | 3 | 550 | 545 | 5 | 25 | 5 |
3 | 3 | 500 | 545 | -45 | 2025 | 45 |
4 | 2 | 400 | 455 | -55 | 3025 | 55 |
5 | 7 | 950 | 905 | 45 | 2025 | 45 |
6 | 3 | 540 | 545 | -5 | 25 | 5 |
7 | 10 | 1200 | 1175 | 25 | 625 | 25 |
8 | 6 | 900 | 815 | 85 | 7225 | 85 |
9 | 4 | 550 | 635 | -85 | 7225 | 85 |
10 | 8 | 1100 | 995 | 105 | 11025 | 105 |
11 | 1 | 460 | 365 | 95 | 9025 | 95 |
12 | 1 | 400 | 365 | 35 | 1225 | 35 |
13 | 9 | 1000 | 1085 | -85 | 7225 | 85 |
14 | 1 | 380 | 365 | 15 | 225 | 15 |
Metrics | Results |
---|---|
RMSE | 66.620818 |
MSE | 4438.333333 |
MAE | 54.333333 |
Metrics | Results |
---|---|
Accuracy | 0.800000 |
Recall | 0.833333 |
Precision | 0.833333 |
F1 Score | 0.833333 |
Metrics | Results |
---|---|
Accuracy | 0.905000 |
Recall | 0.500000 |
Precision | 0.052632 |
F1 Score | 0.095238 |