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A. Linear Regression, Decision Trees, Logistic Regression

B. Decision Trees, Linear Discriminant Analysis, Support Vector Machines

C. Linear Regression, Linear Discriminant Analysis, Logistic Regression

D. Linear Regression, k-Nearest Neighbors, Logistic Regression

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The correct answer is option C (Linear Regression, Linear Discriminant Analysis, and Logistic Regression). In general, linear machine learning algorithms like Linear Regression, Linear Discriminant Analysis and Logistic Regression will have high-bias and low-variance. The non- linear machine learning algorithms like Decision Trees, k-Nearest Neighbors and Support Vector Machines will have low-bias and high-variance.

Also, watch this video on Machine Learning algorithms:

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