Sentence examples for build a prediction method from inspiring English sources

The present aim is to build a prediction method based on a neural network approach and to compare this to the decision tree algorithm.

Based on the above findings, we also used KNN method to build a prediction model of substrate-enzyme product interaction.

Then CART is applied to build a prediction model which has 75% accuracy.

In the first procedure, a set of unphased genotypes was selected to build a prediction model.

This ranking can be used to build a predictive model, without eliminating any variables, using any other machine learning prediction method, in this case and differently from Genuer et al [43], Support Vector Machines [48], inserting the variables stepwise in order to find a good balance between the number of variables and prediction error.

To build a more effective prediction method, it is necessary to compare the performance of the method based on chemical similarities on DS1, where chemical similarities were calculated based on different types of fingerprints and k was set to 1, 2, …, 15, 1732.

As more and more lincRNAs become functionally validated, comprehensive and regularly updated databases would be a great source to build good prediction methods.

Generally, boosting can decrease offset error to build a powerful prediction model.

First, preoperative data were used to build a preoperative prediction model.

We used CRISP-DM to build a customer churn prediction model.

To test every module of ChemSAR and to build a model with high prediction performance, we employed five methods (RF, SVM, k-NN, NB, DT) to build classification models.