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Evaluation-of-Regression-Model

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

Evaluation-of-Classification-Model

TASK 1

Metrics Results
Accuracy 0.800000
Recall 0.833333
Precision 0.833333
F1 Score 0.833333

TASK 2

Metrics Results
Accuracy 0.905000
Recall 0.500000
Precision 0.052632
F1 Score 0.095238

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