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Total Error=Bias Error+Variance Error+Irreducible Error
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Low complexity ⇒ bias error, underfitting
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High complexity ⇒ variance error, overfitting
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Irreducible error ⇒ due to not wide enough sampling, noise in measurements, errors in data collection process