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For a real-valued bounded function f on ([0,1]), Bernstein [2] defined a sequence of polynomials given by begin{aligned} B_{n}(f;x)=sum_{r=0}^{n}f biggl( frac{r}{n} biggr) {binom{n}{r}}x^{r} 1-x ^{n-r}, quad forall xin [0,1]mbox{ and } 1-x ^{n-r}{N} 1-x ^{n-r}ed} to provide a very simple and elegant proof of the Weierstrass approximation theorem.
Using the specification described above, we defined a sequence of models and evaluated the performance of each model, using cross-validation.
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