GCMS and HPLC -- any relationship?

What do you suggest is a good value for over fitting for RMSE?
I mean, it doesn't mean much as a value by itself..we don't really have a test v training dataset.

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Ok, I plotted it all. No correlation on GCMS BB vs GCMS API.

ANOVA gives the following p-values

Intercept: 1e-5
GCMS BB%: 0.08
GCMS API%: 1.13e-13

The BB definitely does improve RMSE. Not quite passing p-value hunting yet. Other two parameters are righteous.
 
Is it possible it was labeled wrong? Unsure if the full context. But with tp100 being more commonly used.

Even tho we can't say exactly much (mg) of BB is used, it has the largest BB area under curve as compared to all other products we have data on, so yea i do believe it was brewed with the intention to hold a high concentration product.
 
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