Looking into the model details, all the variables' p-values are higher than 0.05, and their coefficients are negative.

I thought this model would fail predicting properly, but the prediction score F2 particulary was actually higher than 0.93.

And I'm just wondering how these outcomes(p-values and prediction result) relate to each other.

I'd like to know if the model is worth or not.

Thanks.