,RF,,,,,,,,XGB,,,,,,,,Lasso,,,,,,, ,MSE,,,,MAE,,,,MSE,,,,MAE,,,,MSE,,,,MAE,,, ,mean_mse,std_mse,max_mse,min_mse,mean_mae,std_mae,max_mae,min_mae,mean_mse,std_mse,max_mse,min_mse,mean_mae,std_mae,max_mae,min_mae,mean_mse,std_mse,max_mse,min_mse,mean_mae,std_mae,max_mae,min_mae Antagonism,0.27,0.66,6.49,0,0.39,0.34,2.55,0,0.25,0.61,5.53,0,0.36,0.34,2.35,0,0.25,0.65,6.51,0,0.37,0.32,2.55,0 Detachment,0.39,0.59,3.93,0,0.49,0.39,1.98,0,0.42,0.6,3.75,0,0.51,0.4,1.94,0.02,0.4,0.56,3.44,0,0.51,0.37,1.85,0 Disinhibition,0.25,0.32,1.7,0,0.41,0.29,1.3,0,0.32,0.39,1.99,0,0.46,0.33,1.41,0,0.24,0.33,1.9,0,0.39,0.3,1.38,0 Negative Affectivity,0.41,0.45,2.02,0,0.54,0.35,1.42,0,0.44,0.48,2.37,0,0.55,0.36,1.54,0,0.45,0.46,1.93,0,0.57,0.35,1.39,0 Psychoticism,0.36,0.62,4.54,0,0.47,0.37,2.13,0,0.31,0.58,3.53,0,0.42,0.36,1.88,0,0.34,0.59,4.58,0,0.45,0.36,2.14,0 Agreeableness,0.25,0.66,6.75,0,0.37,0.33,2.6,0,0.27,0.67,6.54,0,0.37,0.36,2.56,0,0.22,0.64,6.63,0,0.33,0.33,2.58,0.01 Extraversion,0.29,0.43,2.75,0,0.42,0.33,1.66,0.01,0.32,0.43,2.85,0,0.46,0.33,1.69,0,0.35,0.49,3.36,0,0.49,0.34,1.83,0 Conscientiousness,0.35,0.54,2.86,0,0.46,0.37,1.69,0.01,0.36,0.52,2.78,0,0.48,0.36,1.67,0,0.88,2.67,22.92,0,0.64,0.68,4.79,0.04 Emotional Stability,0.46,0.53,2.34,0,0.56,0.38,1.53,0,0.47,0.57,3.07,0,0.57,0.39,1.75,0.01,0.63,1.23,11.83,0,0.61,0.51,3.44,0 Openness,0.34,0.48,2.68,0,0.46,0.36,1.64,0.01,0.37,0.56,2.53,0,0.46,0.4,1.59,0,0.29,0.38,1.79,0,0.43,0.32,1.34,0.01