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In the proposed incremental learning algorithm, using a potential function approach to construct RBF hidden neurons incrementally has to complete the effective coverage of the training sample space.
Similar to Raevsky's approach [13], Lu's approach relied on the priori knowledge of the experimental data of a query's neighbors, and therefore, the actual prediction capability of this method was associated with the chemical diversity and structural coverage of the training set [15].
Since prediction methods may potentially favor some interactions over others due to the type or coverage of the training set used, a characteristic that may be masked by the number of interactions, we also confirmed that the PWMs of the two genome-wide interaction predictions were relatively similar.
Consultations were recorded and analysed in relation to their coverage of the training criteria.
Our strict cross-validation procedure significantly reduces both the size and coverage of the training sets used for CONTRAlign and CONTRAfold, and thus places RAF at a significant disadvantage in the comparisons shown here.
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The news starts with coverage of the train that was derailed four days earlier in NYC, and don't get me wrong it was terrible, but do we need days worth of coverage on an issue that we all know about already?
In this paper, the selection criteria involve the computational complexity and the coverage rate of the training corpus.
They improved the quality of onboard coverage, they improved the pre-match 'focus articles' including coverage of the crews training, crews preparation and having embedded reporters.
For our predictions, 1001 trees were created to provide enough coverage of the variable training set.
Media Studies – Contrast and compare media coverage of the Spanish train bombings and their effect on the elections in Spain.
Teaching with the Times- Follow continuing coverage of the Japanese train accident in The New York Times and write an essay analyzing it.
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