The phrase "as a threshold of model" is not correct in English and may cause confusion.
It seems to be an attempt to describe a specific point or criterion related to a model, but it lacks clarity and proper structure.
Example: "The results indicate that the accuracy of the predictions improves significantly when we set the parameters as a threshold of the model."
Alternatives: "as a benchmark for the model" or "as a criterion for the model".
Our proposed method of confidence ellipses is also flexible here as it can be applied to evaluating extensions of prediction models using equal or different weights as well as thresholds of acceptable model improvement for cases and non-cases as already discussed by Greenland [ 10].
(Germany, which some people see as a model, has a threshold of 5%. But it also has a long tradition of effective coalition government, which Turkey does not).
As we use it as a threshold for invalidation of models, proving to be robust against small changes in the parameters is very important.The overall results of our simulations study with the toy model suggest that SPCA predictions within a traditional stratified cross validation framework perform very well as a threshold measure which can be used to invalidate too simple models.
Favoured and disfavoured binding residues, as defined by the model (applying a threshold of >±0.1), are shown in Table 2.
RMSEA indices close to zero indicate good model fit and a threshold of 0.05 was used as previously suggested [ 34].
As a matter of expedience we chose a PPP-value threshold of 0.2 (respectively 0.8) to declare SNPs as subjected to positive (respectively balancing) selection and a threshold of 15 on BF was chosen when analyzing data with model 3.
The performance of EASE-MM in Figure 5 appears to be well balanced when we analysed only the two categories of ASA employing a threshold of 25% (the same threshold as for the design of the two models of EASE-ASA).
A threshold of 0.511 was set as the optimal threshold.
We chose a threshold of 20 spatially distinct occurrences because it is a common threshold in niche modelling analyses61.
The resulting incremental cost-effectiveness ratios (ICERs) for the marker-based treatment policy compared with observation are depicted graphically in Figure 2. Using £30 000/QasY as a threshold range of acceptability for healthcare interventions, modelling indicates that the marker-based selection policy is cost-effective compared with observation for most scenarios.
