Sentence examples for machine framework from inspiring English sources
Radiology reports were modeled in the training set as vectors, and a support vector machine framework was used to train the classifier.
While human-driven cataloguing is time-consuming and often an unreliable task, an appropriate machine framework allows expert technicians to focus only on result analysis and decision-making.
Zinc finger protein-DNA interactions are modeled by their pairwise residue-base interactions that make up their structural interface using a modified support vector machine framework to find the favorability of each residue-base interaction.
Also shown in this paper is the method for measurement and analysis of the vibration signal during the winch run-up, with the aim to determine resonance zones and a condition analysis of the twisting machine framework.
Building on an abstract machine framework has a number of advantages for defining structural and behavioral properties of vignettes, and the composition of simple and complex vignette elements so as to form complex structures.
Through the use of Multiple Kernel Learning, a recent extension to the classic Support Vector Machine framework, we were able to train complex models based on rich, heterogeneous feature sets, leading to significantly improved prediction quality (6% over highest AUC score produced by state-of-the-art methods).
A microstructure database is used within a support vector machines framework for predicting 3D reconstructions of microstructures using limited statistical information available from planar images.
Ward, L., Agrawal, A., Choudhary, A. & Wolverton, C. A general-purpose machine learning framework for predicting properties of inorganic materials.
A machine learning framework is presented to assess post-earthquake structural safety.
We initiate the study of incentives in a general machine learning framework.
Moradi, E., Pepe, A., Gaser, C., Huttunen, H. & Tohka, J. Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects.
