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Why is it important to understand the bias-variance tradeoff in Spark ML algorithms?
A
To impress clients with technical knowledge
B
To simplify the data preprocessing steps
C
To make informed decisions for specific machine learning tasks
D
To achieve a balance between underfitting and overfitting for optimal model performance
