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The second group of segmentation methods applies classification and clustering methods, which can be considered as using prior knowledge implicitly through several training examples, or extracting some statistical features inside images to train a model.
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Specifically, I will demonstrate how a linguistic-informed graph LSTMs can model biomedical relation extraction by using only several thousands of training examples.
From modeling the speedup as a function of the number of processors and the number of training examples, several improvements are derived, such as pipelining the training examples by packets.
The algorithm employs a partition of training examples into several classes according to the average grey scale value of images.
To further test the predictive accuracy of ElemNet with respect to the above-described concern, we designed a holdout test where we withheld all training examples from several systems.
"Several of the senior fire service guys actually said it was probably one of the most extreme training examples that they'd ever done".
The figure presents ROC curves for 5-HT1A target illustrating the improvement of the machine learning models performance, calculated for several negative training example quantities (i.e. 100, 1000, 2000, 3000 and 4000) (A) and the dependence of AUC on the number of inactive training examples (B).
training example: .
Several examples appear in Examples 18 20.
There are several good examples of how training staff in neonatal resuscitation and providing the required equipment may help prevent neonatal deaths.
Figure 7 shows several face examples used to train the backpropagation neural network used in this algorithm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com