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Support vector regression model for linear regression fitting where X1= X and X2 = y are the features and label in our case. [Image credit: https://www.researchgate.net/figure/Schematic-of-the-one-dimensional-support-vector-regression-SVR-model-Only-the-points_fig5_320916953]
