Generation

generate functionMon, 31 Jul 2023

Software with best fit algorithm

def best_fit(X, Y): xbar = sum(X)/len(X) ybar = sum(Y)/len(Y) n = len(X) numer = sum([xi*yi for xi,yi in zip(X,Y)]) - n * xbar * ybar denum = sum([xi**2 for xi in X]) - n * xbar**2 b = numer / denum a = ybar - b * xbar print('Best fit line: \ny = {:.2f} + {:.2f}x'.format(a, b)) X = [2, 4, 6, 8] Y = [81, 93, 91, 97] best_fit(X, Y)

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