The phrase "a predictor from the" is grammatically correct and can be used in written English.
It can be used when discussing a specific predictor that originates from a particular source or context.
Example: "The study identified a predictor from the data that significantly influenced the outcomes."
Alternatives: "an indicator from the" or "a forecaster from the".
Once we had collected evaluator ratings for the reference genes, we set out to train a predictor from those ratings through the application of machine learning procedures including linear models (LM), regression trees (RT), neural nets (NN), support vector machines (SVM) [12] and multivariate additive regression splines (MARS) [13].
The Actual regression formulae were calculated based on the regression analysis using the theoretical methylation level as a predictor for the results from CpGlobal.
The best model (model a1) for predicting the armyworm PD, with the lowest AICc score in candidate models, included the significant effects of precipitation in May, whereas a marginally supporting model a4 (∆AICc = 7.16) had a significant predictor from the precipitation during the growing season (Table 2).
In particular, these difficulties in interpreting the STA prevent us from constructing a predictor for the STAs of the coincident spikes (CC and UE) based on ISO spikes.
Therefore, the gene in question will be included in a predictor developed from the first dataset (because it is ranked as 5th) and will work well on validation in the second dataset; but if a new predictor were to be developed from the second dataset, this gene may not be included in the predictor (because it is ranked 35th).
As a validation of our overall approach, we also tested the utility of generating a breast tumor predictor from the human PBMC gene expression data using the same parameters applied to the mouse gene expression data.
Unlike a propensity score, however, which is often entered directly into the outcome equation as a predictor, the non-linear transformation from the prediction into the IMR variable in the Heckman method is one of the safeguards against colinearity in the outcome equation.
To prevent over-imputation this procedure was only performed when the missing predictor from the model had a low weight in the equation compared to the other predictors.
A logical choice is to construct a test of the hypothesis that the ROC curve mapped by the predictor from the model r(X) is identical to the ROC curve mapped by the predictor from the model r X, X*).
Different criteria for selecting the best predictor from the ensemble and novel evaluation measures are explored.
