Sentence examples for fitting metric from inspiring English sources

However, there is potentially an enormous number of parameter values providing the same degree of fitting (whatever the fitting metric), and hence the fitted model may not be a good representation of the real system and may thereby fail to predict its behaviour under different conditions.

AUC is a fitting metric to use on ICU admission data because the positive-class instances are a small percentage (i.e. only 3.3% of the patients were readmitted to the ICU within 48 hours).

As evident, rankings varied depending on the goodness of fit metric used.

Gains in the goodness-of-fit metric should indicate the benefits of including HIFs into QoE perception models.

For the application in question, the normalized error in expected energy is used as a goodness-of-fit metric to rank candidate distributions.

The distribution ranking varied widely depending on the test used highlighting the need for a more contextualized goodness of fit metric.

Fitting the convex quadratic LSP model of NDVI as a function of AGDD yielded two phenometrics – Peak NDVI and Thermal Time to Peak – and one model fit metric – the adjusted coefficient of determination (r2adj) – for each pixel per growing season.

Locally optimal models are identified by random-restart local hill climbing searches, also known as a "greedy search" [ 26], which seek to maximise the goodness of fit metric (network score) for each model.

A goodness of fit metric, such as Pearson's Chi-squared error between the theoretical and experimental distributions could then be used to flag potentially suspect measurements (Valkenborg et al. 2007).

SAE bits cannot fit into metric collets.

The Poisson model is chosen to mimic the behavior of popular NMF models that use the KL divergence as the error metric when fitting a model to a spectrogram [20, 21].