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doi: Rachidi S, Sood AJ, Patel KG, Nguyen SA, Hamilton H, Neville BW, Day TA

Not usually, because general marketplace or retail listings often lack a third-party certificate of analysis and may not be true research-grade material

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The training dataset (~80% of data) is used to tune the model weights and parameters, while the test dataset (~20% of data) is used to assess if the model is well tuned for predicting the parameters of interest, such as viscosity