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A multivariate linear regression to predict the mean January high temperature of Texas counties given their latitude, longitude, and elevation.

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Multivariate-linear-regression

A multivariate linear regression to predict the mean January high temperature of Texas counties given their latitude, longitude, and elevation.

Dataset

dataset.data1 has four columns: • The latitude. • The longitude. • The elevation. • The mean January high temperature.

Fuctions

multi_regression.m is the main script that performs multivariate linear regression by loading the dataset and making calls to functions in other files.

  1. Features normalization
  2. Computing the cost
  3. Gradient descent
  4. Prediction

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A multivariate linear regression to predict the mean January high temperature of Texas counties given their latitude, longitude, and elevation.

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