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Splines are flexible functions, knit together from polynomial parts, used for approximation or smoothing. This tag is for any kind of spline (eg, B-splines, regression splines, thin-plate splines, etc).

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Poor regression results of neural networks on 2d benchmark data (compared to spline interpol...

In general a MLP should be capable for your task, but when using neural nets there are several things one should bear in mind: there are no strict rules for adjusting the hyperparameters and the w …
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