Sentence examples for performance of statistical models from inspiring English sources

The high level of performance of statistical models in this arena with constructed test sets is misleading and does not reflect performance in pharmaceutically relevant sets.

To measure the fitting performance of statistical models, the coefficient of determination: R^{2} = 1 - {frac{sumlimits_{t} y_{t}-hat{y} y_{t}-hat{yumlimits_{t}(y_{t}-bar{y})^{2}}{sumlimitsapplied.

We used Monte Carlo simulation to assess performance of statistical models to analyze parallel group multicentre RCTs with a continuous outcome.

To date, only a few studies have been carried out to compare the performance of statistical models in analyzing multicentre RCTs using Monte Carlo simulation [ 6, 7, 14], whereas many studies assessed the impact of ICC in cluster randomization trials.

In order to evaluate the performance of statistical models combining multiple biomarkers and/or clinical variables, values of multiple biomarkers were inputted into the model from the appropriate method, and in each case the output (predicted value) was between 0 and 1, with 0 being cirrhosis and 1 being cancer.

We use a technique called cross-validation which reports the predictive performance and generalisation ability of statistical models.

Further research is needed to elucidate various aspects of the SEM based on Q-metric input, particularly small sample performance for a wide range of statistical models and their classification performance.

This research involved statistical modelling, mix design development, performance evaluation of ESH LWSCCs, development/validation of statistical models and development of industrial class ESH LWSCCs.

This paper compares the performance of five statistical models on the estimation of manufacturing cost of jet engine components, during the early design phase and using real industrial data.

One means of evaluating the performance of the statistical models is to split the data in half, derive the model from one half of the data and test the model on the other half.

In future studies, we intend to determine the performance of our statistical models with a larger set of cancer patients, in which CIMP status is defined.