Sentence examples for feature predictor from inspiring English sources

In the context of statistical modelling, every indicator constituted an input feature (predictor) for the prediction method.

Each classifier searches on a list of feature predictors until the first matching one has been found.

For simplicity of the implementation, we used a simulation of the actual feature detectors and decided randomly whether the feature predictors were matched.

We also store reports about a set of outcome and prognostic feature predictors, developed at IGG, and based on two machine learning classifiers: (I) a multilayer perceptron neural network [ 41] and (II) a Logic Learning Machine (LLM) algorithm implemented with the RULEX software [ 42].

WorldView-2 imagery was analyzed by adopting object-based feature extraction to generate spatial information layers as additional input features (predictor variables) for supervised per-pixel classification.

This feature has been shown to be critical in operon prediction [ 22], and to be the best single-feature predictor of E. coli operons [ 23].

The question arises whether these relationships hold once additional image-feature predictors are included in the model.

The 3 models tested contained different numbers of predictors HMaxC1 predictors alone (n = 12), HMaxC1 and HMaxC2 predictors (n = 18), and HMax and semantic-feature predictors (n = 24).

The classification analysis was then performed using the semantic-feature predictors and the residuals to show unique effects of semantic features that cannot be accounted for by the HMax model.

In order to test for the association of the genes propensity to produce AL qualitative changes and their topological features within the network, simple linear regression models were fitted using the calculated propensity of each gene to produce a qualitative change as response variable and each topological feature as predictor.

The DS model used the largest set of features (sixteen predictor variables), while the number of features used in the HS model was set equal to that chosen by the corresponding LR model, as proposed by Higgins and colleagues [ 3].