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Smoothing methods in data analysis, like splines or kernel smoothers, also regression smoothers like lowess.

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Why add one in inverse document frequency?

Not directly relevant to your query, but the upper bound is not $\infty$, but rather $k + log(N/s)$ where $k, s \in {0, 1}$ depending on your smoothing formulation. …
Ken Benoit's user avatar