miTarget: microRNA target gene prediction using a support vector machine
Background MicroRNAs (miRNAs) are small noncoding RNAs, which play significant roles
as posttranscriptional regulators. The functions of animal miRNAs are generally based on
complementarity for their 5'components. Although several computational miRNA target-gene
prediction methods have been proposed, they still have limitations in revealing actual target
genes. Results We implemented miTarget, a support vector machine (SVM) classifier for
miRNA target gene prediction. It uses a radial basis function kernel as a similarity measure …
as posttranscriptional regulators. The functions of animal miRNAs are generally based on
complementarity for their 5'components. Although several computational miRNA target-gene
prediction methods have been proposed, they still have limitations in revealing actual target
genes. Results We implemented miTarget, a support vector machine (SVM) classifier for
miRNA target gene prediction. It uses a radial basis function kernel as a similarity measure …
miTarget: microRNA target gene prediction using a support vector machine
R Je-Keun, N Jin-Wu, K Sung-Kyu, L Wha-Jin… - 2006 - agris.fao.org
Background MicroRNAs (miRNAs) are small noncoding RNAs, which play significant roles
as posttranscriptional regulators. The functions of animal miRNAs are generally based on
complementarity for their 5'components. Although several computational miRNA target-gene
prediction methods have been proposed, they still have limitations in revealing actual target
genes. Results We implemented miTarget, a support vector machine (SVM) classifier for
miRNA target gene prediction. It uses a radial basis function kernel as a similarity measure …
as posttranscriptional regulators. The functions of animal miRNAs are generally based on
complementarity for their 5'components. Although several computational miRNA target-gene
prediction methods have been proposed, they still have limitations in revealing actual target
genes. Results We implemented miTarget, a support vector machine (SVM) classifier for
miRNA target gene prediction. It uses a radial basis function kernel as a similarity measure …
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