Sentence examples for a vector of feature from inspiring English sources

This phase aims to convert each word to a vector of feature values.

The probability distribution P(r| s, t) is given as (3) In Equation (3), F = { f1,…, f K } denotes a vector of feature functions: K is the number of feature functions; and w = { w1,…, w K } presents a weight vector of the feature functions.

Let T denote the size of the training set, the binary feature vector of the ith pair in the training set be denoted by X i, y i = 1 if the pair is annotated as positive and y i = −1 otherwise, w denote a vector of feature weights, of the same length as X i, θ denote a threshold parameter and λ denote a regularization parameter.

In SVM classification, a training example is represented using a vector of features and a label.

In 2006 Alexandrescu et al. [31] present a model where each word is represented as a vector of features.

The partitioning can be based on the similarities or distances between the data points where each datum represents a vector of features of a frame.

The output file is a table that can be produced in four alternative formats, containing a vector of features for every object processed.

To calculate the feature vector of an inner pocket point (IFV), the AFVs from its atomic neighborhood are aggregated using a simple aggregation function and concatenated with a vector of features computed specifically for that point from its local neighborhood.

After the face detection and normalization step, a suitable family of descriptors has to be chosen in order to build a vector of features able to encode distinctive local structures in the facial region.

For each data point, we assemble a vector of features (or attributes), to characterize it.

x i is a vector of a vector of features for the ith patient (please see below for a detailed description of x i ).