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Neural Network (NN) has the advantages in estimating accuracy and generalization over traditional methods.
Aerial photographing can provide high-precision images and can potentially improve estimating accuracy in ecosystem C and N stocks.
An internal method of estimating accuracy of the perturbation solutions is developed and checked with the free vibration examples, the exact solutions of which are available.
Combining several models or using hybrid models can be an effective way to improve estimating accuracy.
We employ the leave-one-out method for feature selection and the nearest neighborhood rule for estimating accuracy.
The RMSE is used to measure estimating accuracy, which produces a positive value by squaring the errors.
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Estimate accuracy beteen 75 and 85%.
Their estimated accuracy is a few centimetres at spatial scales of 50 Kilometres and at monthly time scales.
And the drawback of this method is its poor universality, and the estimated accuracy is unsatisfactory.
So the adaptive filter should be considered to improve the estimated accuracy.
Subsequently we tested the estimated accuracy of the best model for significance using the distribution of accuracies of best models under the null-hypothesis obtained after 1000 permutations.
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