Machine Learning Univariate Linear Regression Model

Others 2022-04-21 23:16:46 views: 0

Univariate Linear Regression Model

Number of samples m Input variable x Output variable y Training sample (x, y) The i-th training sample ( , )

Hypothetical Function: Model Parameters

Cost function:

optimize the target:

algorithm:

1. Gradient descent

Specific solution:

2. Normal equation method

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Machine Learning Univariate Linear Regression Model

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