Thus, our binding prediction method when integrated with DNA duplex stability data should have a similar good predictive performance outside our test data set as well.
Again we see that our proposed estimator offers good predictive performance in comparison to other regression approaches as well as having computational advantages.
The three prediction models showed general applicability and a reasonably well-predictive performance, especially in comparison to FIGO stage.
Indices of model specification using Bayesian information criterion [BIC: lower values preferred] and residual analysis as well as predictive performance (R, concordance correlation coefficient (CCC), mean absolute error [MAE]) were established for each estimator.
Our results are supported by measures of model fit as well as predictive performance in constructing and classifying individual objects, and clearly highlight the need to incorporate complex semantic information about objects to understand how objects are represented and processed in the brain.
Subsequently, we tested the 62 MAbs that passed the previous steps and determined their dynamic range as well as their predictive performance.
The goal of multivariate analysis is to learn a model that best explains the observed data, often quantified in terms of predictive performance (how well does the model predict experimental condition from measured data).
To assess the predictive performance, we performed two analyses.
The second best method (Method 4) was the longitudinal model published by Lledó-Garcia et al. This model predicted the ΔΔHbA1c just as well as Method 5, but predictive performance was slightly worse for absolute HbA1c.
Both PCT and MR-proADM showed a poor predictive performance as well as temperature and white cell count.
The leave-one-out (LOO) approach is particularly useful in biomedical applications where samples of available cases are generally small, since it allows all cases to be used efficiently for training the model as well as for testing its predictive performance, though this procedure is complex and time consuming.
