Sentence examples for for predictive modeling from inspiring English sources

Amongst many machine learning methods, neural network has been widely implemented for predictive modeling and shows excellent prediction performance compared to logistic regression [ 28- 31].

Given that histological evaluation of disease lesions is semi-quantitative and subjective, and the small sample numbers used for predictive modeling, the accuracy of the predictions is encouraging.

As such, the area of machine learning is a popular area of research that can be applied to such heterogeneous sets of data to find patterns for predictive modeling, i.e., training data is used to predict the behavior of the previously unseen test data (Jain 2010).

Using surveillance for predictive modeling to prevent all sorts of undesirable or illegal behavior is the logical next step.

Graphical abstract FDA approved drug data integration for predictive modeling.

Open image in new window Fig. 1 Three-step framework for predictive modeling.

Allen [1], Stone [2] and Geisser [3], independently introduced cross-validation as a way of estimating parameters for predictive models in order to improve predictions.

(f) Constructing the features for predictive models based on the temporal pattern of evaluation indices.

Dynamic subsystem models were developed in Simulink and ANN methods were employed for predictive modelling.

The results are an encouraging demonstration of the fitness of such models for predictive modelling.

First, this method allows to close energy and mass balances exactly, which is needed for predictive models.