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Three different angles between the chicken trunk axis and airflow direction: 0°, 45°, and 90° were studied as well as various chicken weights of the model.
The toolbox additionally gives the user an opportunity to analyse the weights of the model by using principal component analysis (PCA) to investigate the relationship between the variables used in the model.
Ideally, the weights of the model should be optimized to the new setting.
The anticancer activity in vivo was expressed as an inhibitory rate calculated by the formula: [(A B /A] × 100%, where, A and B were the mean tumour weights of the model control and experimental groups, respectively.
The weights of the model parameters θ were updated as follows: (5) θ e = θ e − 1 + Δ θ e Δ θ e = μ e Δ θ e − 1 − (1 − μ e ) ε e ∇ E (θ e ) We used a dropout rate of 50% for all layers except for the input layer (the autoencoder), where we did not use dropout, as it empirically decreased the model's predictive performance.
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This result indicates that the structural weights of the models for the two groups were significantly different, supporting the moderating effect of the knitwear involvement.
The data from 2003 to 2012 are used for finding the optimal weights of the models, and the rest of data (2013 2015) are applied to test the models.
The relative importance is calculated as the sum of the Akaike weights of the models containing each variable.
This corresponds to the sum of the weights of the models in which the variable is present and can be interpreted as the probability that a given variable is retained in the selected model [ 68, 71].
In "Standing by the Rags" the weight of the model's stomach, that fold of her flesh, somehow implying vulnerability, sticks in my mind.
For the prediction of an unseen data point x, we need to take into account the weight of the model and the weight of the parent as formulated in Equation 18. f ( x ) = ( w + w p ∗ ) T x (18).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com