In determining C*, we estimated a number of LCMNL models with 2–10 latent-classes. To increase the speed of computation, we estimated these models without the Z variables in the class-membership function, i.e., equation (6). We found the closest competitor to the LCMNL with two-classes...
from the above equation, it can be seen that the proposed bn-based fusion mechanism accomplishes to adaptively learn the impact of every utilized modality on the detection of each supported semantic class. in particular, it adds variable significance to every single-modality analysis value (i.e....
This equation is derived from the definition of an odds ratio. Pk,a = (ORk,a * P1,a / (1 - P1,a + ORk,a * P1,a) (6) Pk,a is the probability of being stunted in the riskier status (e.g., not receiving zinc for prevention). P1,a is the probability of being stunted in ...
Loftfield E, Lozupone C, Maher M, Marotz C, Martin BD, McDonald D, McIver LJ, Melnik AV, Metcalf JL, Morgan SC, Morton JT, Naimey AT, Navas-Molina JA, Nothias LF, Orchanian SB, Pearson T, Peoples SL, Petras D, Preuss ML, Pruesse E, Rasmussen LB, Rivers A, Robeson MS, ...
The validity of selection tests is underestimated if it is determined by simply calculating the predictor-outcome correlation found in the admitted group. This correlation is usually attenuated by two factors: (1) the combination of selection variables w
Fig. 2 The structure of MODE Full size image Using long-short term memory to handle the summary task Since LSTM is a powerful model to detect the sequential information, we use a Bi-direction LSTM model to handle the Summary task. Equation (1) illustrates the computing process of the Summa...
(11) where N is the stoichiometric matrix, with v=[v 1 v 2 v 3 v 4]⊤ the flux vector, S=[S 1 S 2 S 3 S 4 S 5]⊤ the vector containing the metabolite concentrations, e=[e 1 e 2 e 3 e 4]⊤ the enzyme concentration vector, the vector of manipulated variables r=[...
The mathematical expression of logistic regression is shown in Equationequation 4 (Robles-Velasco, Cortés, Muñuzuri, & Onieva, Citation2020): Py=1x;a;b=11+e−(ax+b)(4) while the iterative learning process ends only if the parameters satisfy: (a,b)=arg min ∑i=1nyiln ...
According to the derived mathematical model expressed as equation (5), the parameters of ∆d and d need to be determined beforehand. Two accurate plane mirrors were manufactured. M1 has an ideal plane surface while M2 has a hollow ring marker matrix with known separation. M1 is fixed on ...
O’Leary NA, Wright MW, Brister JR, Ciufo S, Haddad D, McVeigh R, Rajput B, Robbertse B, Smith-White B, Ako-Adjei D. Reference sequence (RefSeq) database at NCBI: current status, taxonomic expansion, and functional annotation. Nucleic Acids Res. 2016;44(D1):D733–45. Article Pub...