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The designed predictor (mathbb {Q}) has asymptotically small prediction regret compared to (mathbb {P}) [29,30].
The simple estimation method works relatively well for small prediction windows.
For small prediction number, as shown in Figure 7a, two LPS schemes have similar estimation accuracy.
The constraints allow the transform to effectively adapt to global amplitude changes, yielding small prediction errors.
The BIM 360 Project IQ Team at Autodesk takes this small prediction approach to areas that contribute to construction project delays.
This prediction scheme is validated to achieve a small prediction error and indicate the possibility of implementation.
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When the temperature gradient is small, predictions of non-isothermal models are very close to the isothermal one.
Calacanis, never one for small predictions said: "when brands can start hosting native videos they will go absolutely NUCLEAR on Twitter".
Using an estimated variance in a power analysis of a planned intervention study will therefore more often lead to too "optimistic" (small) predictions of the necessary study size than to too "pessimistic".
The inner CV was used to train the SVM (i.e. estimate the parameters), and parameters with the smallest prediction error were used to predict the test data from the outer CV.
Interestingly, using information only from line B1 to predict line B2 resulted in a comparatively smaller prediction accuracy than using only information from line B2 to predict line B1.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com