Sentence examples for across predictions from inspiring English sources

The accuracy of the prediction model for root-depth restrictions was 77%, with an AUC of 0.85 and Cohen's kappa value of 0.52 when averaged across predictions run on independent test data.

In addition to thinning, aggregating across predictions from multiple models also decreases the prediction variance.

Information theory similarity score takes into account inter-mechanisms' relationships, and allows for an unbiased assessment of similarity of pathways conveying the same biologic signal within-sample, cross-samples and across predictions.

Under these conditions, the error will not be correlated across predictions but will, rather, be randomly distributed across them and, hence, tend to cancel out, which increases the accuracy of the serum osmolarity aggregate prediction.

Prediction accuracies of the "across" prediction approach were relatively low in both cases, whereby prediction of flint lines using a dent training set was more accurate than vice versa.

A series of case studies designed to further acceptance of read-across predictions, especially for chronic health-related endpoints, have been evaluated with regard to the knowledge and insight they provide.

The results of read-across predictions are included within the article in Additional file 10.

The RMSE of 37 model predictions was 0.79, while the RMSE of read-across predictions for the same compounds was 0.55.

Among 24 read-across predictions, 18 predictions were made using a compound that excited the same neuron as the compound under consideration.

Since the user both provides the dataset for the modelling and can develop new models, the model predictions as well as read-across predictions are not limited to any specific endpoint.

Using the developed models, read-across was performed for external set objects and comparison was made between the model predictions and read-across predictions for the objects where read-across could be performed.