Following Exhibit 5, why does the bias error decline as the model becomes more complex?

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Following Exhibit 5, why does the bias error decline as the model becomes more complex?

EXHIBIT 5 Fitting Curve Shows Trade-Off between Bias and Variance Errors and Model Complexity
Model Error (Ein Eout)
Variance
Error
Optimal
Complexity
Model Complexity
Total
Error
Bias
Error
Transcribed Image Text:EXHIBIT 5 Fitting Curve Shows Trade-Off between Bias and Variance Errors and Model Complexity Model Error (Ein Eout) Variance Error Optimal Complexity Model Complexity Total Error Bias Error
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