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A High Coefficient of Determination (R2)implies That the Regression Model

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A high coefficient of determination (R2)implies that the regression model will be a good predictor for future values of the dependent variable given the value of the independent variable.


Definitions:

Exothermic Reaction

A chemical reaction that releases energy in the form of heat, resulting in a lower energy state for the products compared to the reactants.

Stronger Bonds

Bonds characterized by high bond energy, indicating a stronger force of attraction between atoms.

Standard Gibbs Free Energy

A thermodynamic property used to predict the direction of chemical reactions and the extent to which reactions proceed.

Enthalpy

A thermodynamic property representing the total heat content of a system, used to quantify the heat changes that occur in chemical reactions at constant pressure.

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