基于Apriori算法和决策树的HTLV与STLV的比较

International Journal of Pharma Medicine and Biological Sciences Pub Date : 1900-01-01 DOI:10.18178/ijpmbs.4.3.163-166

Jinwon Kwon, Subin Yoon, Cheryn Kim, Sang Ryul Kim, Taeseon Yoon

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引用次数: 3

摘要

本研究采用Apriori算法和Decision tree C5.0算法比较HTLV(Human T-lymphotropic)和STLV(Simian T-lymphotropic)病毒的序列模式。HTLV和STLV是德尔塔逆转录病毒，是对等体。然而，这些病毒有着复杂的历史。其中一个曾经是艾滋病毒，还有一些是最近发现并命名的。为了找出这些病毒的一致性，我们决定对它们进行比较。HTLV-1和htlv - 2的氨基酸分析表明，HTLV-3的模式也适用于HTLV-1和htlv - 2的模式，但HTLV-4的模式不同。序列规则倾向于遵循HTLV-2的规则，但它太微妙而无法考虑。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Comparison of HTLV and STLV by Using Apriori Algorithm and Decision Tree

—In this study, Apriori algorithm and Decision tree C5.0 algorithm were employed to compare the sequence patterns of HTLV(Human T-lymphotropic) and STLV(Simian T-lymphotropic) viruses. HTLV and STLV are Deltaretroviruses and are counterparts. However, these viruses have a complex history. One used to be HIV and some were found and named recently. To find the congruity of these viruses, we decided to compare them. Amino acids of the HTLVs showed that pattern of HTLV-1 and 2 could also be applied to HTLV-3, but HTLV-4 has a different pattern. Rules of the sequences tend to follow HTLV-2’s rule, yet it is too subtle to come into consideration. 

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International Journal of Pharma Medicine and Biological Sciences

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