To see if the independent variable is a good predictor of the dependent variable...

if you see you have a r2 of 48% but the tstat>t critical and pvalue > .05, and fstat > fritical you reject Ho, and say there is a significant relationship between the 2 variables.

Can you say the independent variable is a good predictor of the dependent variable even if r2% is low?