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This helps produce the initial set of data more quickly and also facilitates updates.
The initial set of data to feed the neural network is constituted of (n_{P}) profiles and their corresponding amplification factors (i.e., ({text{AF}}_{text{m}} left( {P_{k},theta,T_{i} } right)) or ({text{AF}}_{text{m}} left( {P_{k},theta,nu_{i} } right))).
Our clustering assignment strategy distinguishes from the existing works of [8, 11, 12, 13] in the way to find the trajectory with a start and the initial set of data samples that need to do a trajectory for finding the corresponding equilibrium point.
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The random process to be estimated can be modeled in the form: begin{aligned} {x_{k+1}=phi _kx_k+w_k+B_ku_k} end{aligned} (21 when the process state vector is: begin{aligned} x_k=[Acce_x, Acce_y, Acce_z] end{aligned} (22 The initial process state vector is the initial set of acceleration data.
The initial set of annotated data is used to create a learning curve.
We validated the performance of SVM and sigmoid fitting function with the use of stratified cross‐validation, where the initial set of known data points (positively and selected negatively annotated genes) was randomly partitioned into four equal size sets, with equal number of positively annotated genes [ 33].
Direct sequencing with additional primers demonstrated that these cases were in fact heterozygous for this mutation and that an insertion polymorphism in intron 7 located in the primer-annealing region had not allowed the amplification of one allele with the initial set of primers (data not shown).
The initial set of 53 results (development data set) used to test and develop the search strategy was used to explore the sensitivity, specificity, precision, and NNR for both the PH and health-evidence.ca SR search filters.
Starting from an initial set of data, the phase diagram is obtained from discontinuous isoperibolic thermal analysis (DITA) and basic thermodynamic data (enthalpies and solubilities).
The OHDSI team will select an initial set of data sources and integrate them into a common format.
PCA condenses in a few principal components (usually two; PC1 and PC2) an initial set of data that can contain quantitative variables, into a group of fewer variables resulting in a linear combination of the originals.
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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