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    Production/Consumption Elastic Model Lasso Model Multiple Regression Model Ridge Model

World Energy


Natural Gas Predictions - Multiple Regression Model

These figures are reflecting the Multiple Linear Regression machine learning model for natural gas production and consumption. See below for statistical results.

Natural Gas Production Natural Gas Consumption
Historic MSE = 0.0198 Historic MSE = 0.0219
Historic R-Square = 0.9801 Historic R-Square = 0.9781
Future MSE = 0.8638 Future MSE = 0.0.8659
Future R-Square = 0.1362 Future R-Square = 0.1341