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

World Energy


Oil Predictions - Elastic Model

These figures are reflecting the ElasticNet machine learning model for oil production and consumption. See below for statistical results.
Oil Production Oil Consumption
Historic MSE = 0.0832 Historic MSE = 0.0661
Historic R-Square = 0.9169 Historic R-Square = 0.9339
Future MSE = 0.8112 Future MSE = 0.0.8044
Future R-Square = 0.1888 Future R-Square = 0.1956