The best replacement for coefficient of determination is correlation coefficient.

The best alternatives to coefficient of determination are rated as following:
★★★★★  correlation coefficient
★★★  coefficient of correlation
★  coefficient of variation

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coefficient of determination
correlation coefficient
coefficient of correlation