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https://www.codecogs.com/latex/eqneditor.php So each increase of x_1 by one unit, will increases the house price by a factor of e^{x_1}. For example, the mean value for beta_AvgRooms is ~0.007, so each additional room will increase the house price, on average, by a factor of e^0.007 = 1.007 (so if