Sentence examples for the structured features from inspiring English sources
Ligand 1 bound to the SAM pocket as expected, with the structured features of the linker protruding out toward the solvent.
Our study reveals that the syntactic structured features embedded in a parse tree are very effective in relation extraction and can be well captured by the convolution tree kernel.
The traditional approach consists in handcrafting a vector representation of the structured data (features describing the molecules, "bag of words" for language processing), and subsequently training a machine to perform the task from that representation.
Our study reveals that the composite kernel can effectively capture both flat and structured features without extensive feature engineering, and easily scale to include more features.
With in-depth research, natural images as a two-dimensional signal characterized by highly structured features must have a vector trait.
Nguyen and Moschitti [40] presented a method for incorporating global features in NER using re-ranking techniques that used two kinds of features, i.e., flat and structured features and a combination of CRF and SVM.
Less structured features are found in g0(r) at T* = 0.6 of system Q2, while at T* = 0.8, 1.4 the radial correlation functions show no positional ordering for both systems in study: edge-edge configurations are approximately as frequent as face-face.
This helps and guides in devising important graph features (discussed in section 'Graph structured features').
(2) SVM c lassifier with structured features Within this framework, each instance is represented using a single structured feature computed from the parse tree of the sentence containing the event pair.
Specifically, in addition to training SVM classifiers that employ flat features (as in Rink et al. (20)) and structured features (as in Zhu et al.'s tree kernel-based approach), we include in our ensemble a k-nearest-neighbor classifier.
Remove the "structured" directory feature mentioned on CLtL p.412. car of the list is one of the symbols :ABSOLUTE or :RELATIVE.
