Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: SpliceCombo: A Hybrid Technique efficiently use for Principal Component
  Analysis of Splice Site Prediction   The primary step in search of the gene prediction is an identification of the
coding region from genomic DNA sequence. Gene structure in the case of a
eukaryotic organism is composed of promoter, intron, start codon, exons, stop
codon, etc. Splice site prediction, which separates the junction between exon
and intron, though the sequence beside. The splice sites have huge
preservation, however, the precision of the tool exhibits less than 90%. The
main objective of this work to exhibits a hybrid technique that efficiently
improves the existing gene recognition technique. Therefore to enhance the
identification of splice sites, the respective algorithm needs to be improved.
Over the last decade, the researcher paid more attention to improve the
accuracy of a predicted model in this domain. Our proposed method, SpliceCombo
involves three stages. At initial stage, which considers the principal
Component Analysis, based on the feature extracted. In the intermediate stage,
i.e.,, the second stage Case- Based Reasoning is done, i.e., feature selection.
The third stage uses support vector machine based along with polynomial kernel
function for final classification. In comparison with other methods, the
proposed SpliceCombo model outperforms other prediction models with respect to
prediction accuracies. Particularly for donor splice site the methodology
exhibits sensitivity is 97.25% accurate and specificity is 97.46% accurate. For
acceptor Splice Site the sensitivity is 96.51% and Specificity is 94.48%
correct.

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The categories of this paper are: comp-gas
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The categories of this paper are: math-ph
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The categories of this paper are: astro-ph
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The categories of this paper are: funct-an
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The categories of this paper are: patt-sol
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The categories of this paper are: dg-ga
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The categories of this paper are: plasm-ph
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The categories of this paper are: acc-phys
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The categories of this paper are: cs
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The categories of this paper are: hep-th
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The categories of this paper are: math
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The categories of this paper are: ao-sci
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The categories of this paper are: nlin
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The categories of this paper are: q-fin
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The categories of this paper are: bayes-an
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The categories of this paper are: solv-int