Sentence examples for generate a prediction from inspiring English sources
The concept of data hungriness refers to the sample size needed for a modelling technique to generate a prediction model with a good predictive accuracy.
Then, one image is considered as a reference image and the other is predicted in order to generate a prediction error referred to as a residual image.
In order to generate a predictive saccade, an observer would not only need to generate a prediction (concerning either the goal or the action path), but they would also need to disengage from whatever they were currently attending to.
Besides gradient boosting, another non-linear method that can predict the value of some dependent variable and generate a prediction interval is random forests [9].
Given a training dataset of continuous binding affinities and the similarities among drugs and among targets, SimBoost constructs features for drugs, targets, and drug target pairs, and uses gradient boosting machines to predict the binding affinity for a drug target pair and to generate a prediction interval.
In a previous study [ 8] we used the gene expression profiles of 47 tumors and artificial neural networks to generate a prediction model based on the 100 highest ranked discriminator genes that could accurately predict the ER-α status of 11 breast tumors from an independent test set.
This core generative engine generates a prediction of success/failure, a number in the range [0 1] that is used as a trained feature.
The algorithm then generated a prediction for the performance improvement of the excluded subject from her or his pattern of time-averaged T2*-weighted activity.
Once trained with the imaging data and score improvements of the 33 training subjects, the SVR generated a prediction for the score improvement of the excluded subject based on her or his imaging data.
