Identify the actual value and the predicted value
Subtract the predicted value from the actual value
Use the formula: residual = actual value – predicted value
For each data point, compute its residual separately
Check the sign of the residual:
Positive residual means the actual value is above the predicted value
Negative residual means the actual value is below the predicted value
Zero residual means the actual value equals the predicted value