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Wine phenolic compounds, particularly proanthocyanidins (PAs), play a significant role in wine sensory characteristics, specifically bitterness and astringency. Although not consensual, flavan-3-ols and oligomeric PAs are generally considered the primary
Linear regression is a method used to analyze and predict data. Simply put, it tries to describe the relationship between X and Y using a straight line.\n https://en.wikipedia.org/wiki/Regression_analysis\n\n In regression theory, we can find the best-fitting line...
For both types of regression, we employed a “manual backward selection” approach. In the first step, all variables reported in Table 1 are entering the models. After the initial run, the variable with the highest p-value was dropped from the model if it was above p = 0.2. In case ...
(F). Linear regression of the FFR amplitude with the response latencies for electrodes (N = 32) from HG (dark blue dots) and pSTG (green dots). The FFR amplitude was calculated as the mean of spectral amplitude within ±5 Hz around the stimulus F0 (Bidelman and Powers 2018; Krizman ...
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International Journal of Oral Science FTIR for quantification of enamel erosion IH Kim et al 58 Figure 5 Graphs of the logarithmic and linear regression of the percentage surface microhardness change as a function of the degree of erosion. (a) Calculated via Method 1 (ν3 PO4/ν1 PO4); (...
Regression was then carried out using random forest regressors (RFRs), gradient boosting regres- sors (GBRs), support vector regressors (SVRs), and linear regression (LR). Hyperparameters for all machine learning algorithms were optimized by a grid search using the train- ing data, with an ...
Hojati M, Bector CR, Smimou K (2005) A simple method for computation of fuzzy linear regression. Eur J Oper Res 166(1):172–184 MathSciNetHojati, M, Bector, CR, Smimou, K (2005) A simple method for computation of fuzzy linear regression. Eur J Oper Res 166: pp. 172-184...