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The method is shown to work very well when independent variables do not exceed the range of training data set used for the model development.
All the tested samples in the range of training data have significant correlation coefficients.
The wide variety of content on YouTube obviously makes it hard to caption everything, but it also offers the company with a wide range of training data.
Performance of the classifier is associated with the angular range of training data, as seen in Figure 10.
All tested thermoluminescence glow curves of zinc borate crystals in the range of training data have high correlation coefficients.
So, to make comparison as fair as possible, we need to tune each algorithm to its best, according such a strategy and within certain range of training data.
Similar(51)
The ranges of training data set were 900 ∘ C ≤ T s ≤ 950 ∘ C at two points, 0 ≤ D La ≤ 10 at seven points, 0 Gy ≤ D Gy ≤ 60 Gy at seven points, 5 ∘ C ≤ T ≤ 450 ∘ C at 250 points.
The selection of training data is critical.
It can estimate values that are outside the range of the training data.
The ANN model was assessed with 1 mm width amorphous ribbons which are outside the range of the training data.
The economy had started to bounce back but now the Nikkei was outside the range of the training data, and the original model was probably "overfit".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com