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Table 2. 

RMSE values for regression using different feature sets

Feature SetRMSE
Base model (intercept only) 0.249 
Selected regression features 0.226 
Top regression feature 0.208 
Combined classification and regression features 0.240 
Top classification and regression features 0.215 
Feature SetRMSE
Base model (intercept only) 0.249 
Selected regression features 0.226 
Top regression feature 0.208 
Combined classification and regression features 0.240 
Top classification and regression features 0.215 
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