Sentence examples for building a predictive model from inspiring English sources

The task of protein function prediction can be cast into the collective classification problem of building a predictive model from networked data.

However, the assessment of each feature for building a predictive model was another significant challenge.

First, we estimate the 'importance' of parameters by building a predictive model from the simulated data Brownlee (2016).

This paper describes the methodology of building a predictive model for the purpose of marine pollution monitoring, based on low quality biomarker data.

The influence of the number of actives in the training data as well as the computational expenses expressed by the time required for building a predictive model was also taken into account.

Clearly, building a predictive model based on such parameters would be a cost-effective and widely applicable protocol.

Spectra overlap between BG and EB dyes was extensively reduced and/or omitted by derivative spectrophotometric method, while multi-layer artificial neural network (ML-ANN) model learned with Levenberg Marquardt (LM) algorithm was used for building up a predictive model and prediction of the BG and EB removal.

In many biological problems, building a good predictive model that explains the problem well is the ultimate goal of modelling.

In addition, we applied multivariate statistical analysis for building a stable predictive model.

There is no consensus on the optimal approach to building a multivariable predictive model [ 27].

In general, the effort of building a good predictive model does not necessarily lead to reliable identification of specific risk factors that truly impact the outcome.