Sentence examples for used to construct predictive from inspiring English sources

Current machine learning methods that are being used to construct predictive models for predicting the protein oligomeric state ranges from simple and interpretable approach (e.g. DT) to more sophisticated (e.g. NN, SVM, etc).

A public SVM library LIBSVM [ 27] is used to construct predictive models.

In this study, five different data mining algorithms were used to construct predictive models.

Mathematical tools are used to construct predictive models of the cellular ATP levels in response to the combinations.

These properties are then typically used to construct predictive ADME models and create the basis for what has been called property-based design [ 46].

All questions (n = 24) selected by the 10 GA iterations were then used to construct predictive models in our training set using various machine learning algorithms.

The data set was randomly divided into two subsets consisting of an internal set (80%) and an external set (20%) in which the former set was used to constructing predictive models as full training and tenfold cross-validation (tenfold CV) while samples in the latter set was predicted using the aforementioned trained model.

Very often in microarray experiments, the most differentially expressed genes are used to construct prognostic or predictive signatures: machine learning methods are trained to use the expression levels of those genes to predict, e.g., the disease state of a patient and probability of survival.

These cost drivers are used to construct two predictive models for estimating the construction cost of water treatment plants models using artificial neural networks.

In the swap analysis, only 40 samples were used to construct the predictive model, which was insufficient to ensure the reliability of the predictive model.

In the final step, a learning machine is used to construct a predictive model.