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According to the Nyāya-Vaiśeṣikas, sticking to the order of conjunction of atoms is important to explain how perceptible magnitude arises at the stage of triad from the combination of its imperceptible components.
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The results of some of the features for different orders of offset conjunction and CRF can also be seen in Figure 5.
Standard first-order languages admit of conjunction and disjunction only on finite collections of sentences, hence the restrictions relative to facts.
We evaluate different configurations of the features with different orders of offset conjunction (adding context in the form of features of the last p and next p tokens, where p is the order of the offset conjunction) as well as the order of the CRF, which includes information from the last q labels (q is the order of the CRF).
Other taggings that can be correctly identified with an offset conjunction order of 2 are formulations like '… through the 7- or 12-methylene carbon with …' where the high context information is necessary to classify '7-' correctly.
Further, when it is recalled that the Khazar king originally spoke of the secret character of the divine order in conjunction with the secret character of certain souls, (K 1 4) a psychological or even cultural mode of transmission becomes more plausible.
Similar to the results estimated with bootstrapping on the training corpus Train M, highest performance is obtained with the most context information included by a CRF order of 3 and an offset conjunction order of 2. The F1 measure for IUPAC entities is 85.6% with a precision of 86.5% and a recall of 84.8%.
The evaluation of different CRF orders and offset conjunction orders demonstrates the importance of these parameters.
These methods enable simultaneous order estimation of the cointegrating rank and autoregressive order in conjunction with oracle-like efficient estimation of the cointegrating matrix and transient dynamics.
In the original development of CheNER we systematically tested how order, offset conjunction, and tokenization affected the performance of the CRF [22].
Over the course of the infection macrophages appeared to be able to reduce the initial intracellular bacterial load by several orders of magnitude, in conjunction with a maintained ability to produce reactive oxygen species.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com