Sentence examples for various feature sets from inspiring English sources

By analyzing the performance of various feature sets in an information retrieval setting, we demonstrate how the social graph factors into understanding consumer behavior.

The existing literature on Twitter sentiment analysis uses various feature sets and methods, many of which are adapted from more traditional text classification problems.

Beside using two different recognition architectures (HMM and BLSTM), we use various feature sets based on on-line and off-line features to obtain diverse recognizers.

The guides explain in detail how the apps function, how to get started, and their various feature sets.

The results are shown in Table 2. Table 2 The performances for the perceived intensity classifiers using various feature sets.

This module from our framework deals with the various feature sets under consideration and analyzes them in order to obtain insights from it.

The results are illustrated in Figure 6. Figure 6 (a) A performance comparison of analytical versus reference features, for various feature set dimensions.

We compared various feature-set choices on MSRC-9, using combinations of SIFT (S), Color hue (C), and Gabor (G) descriptors, respectively, quantized using 1000, 100 and 400 center k-means codebooks, and testing both local-only and local + global aggregate feature configurations.

Such semantic spaces have been used as priors in machine-learning-based neural decoding models that have successfully associated various semantic feature sets (i.e. sets of dimensions that span the semantic space) with neural signatures and, by combining them together, predicted neural activation patterns for novel objects28,29,30,31,32,33,34.

Some researchers consider the contributions of various types of feature sets and classifiers, so weights are given to features or classifiers [11 13].

For the purpose of our experiment, we trained the neural network on various combinations of feature sets with the data we gathered.