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The joint model of these two competition models outperforms all other available miRNA-mRNA interaction prediction tools, and has the additional advantage of predicting these interactions within a single sample.

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In addition, statistical and graphical error analyses illustrated that the proposed CSA-LSSCM models outperform all of pre-existing models.

It can be observed from Table 2 that the proposed decomposition models outperform all other benchmark models such as Persistence, TES, ARIMA and BPNN.

It was found that state-space models outperformed all other models, the ANN and transfer function models were second best, which were followed by process models and ARX models.

A somewhat surprising finding is that for low confidence levels (up to 50%) log-normalized nonconformity measure based models outperform all other models, being however less efficient at higher confidence levels.

For country credit, Yim and Mitchell 2005 proposed a hybrid neural network combining statistical models with a neural network to predict country credit ratings and indicated that hybrid models outperformed all other models such as logit, probit, DA, and cluster techniques.

Experimental results demonstrate that our proposed models outperform all benchmark models.

On PV germplasm, however, Support Vector models outperformed all other models, with a constant advantage of about 0.05 0.07 on the third best-performing model.

We present the total number of appearances of ground truth genes in the top 1percentt of the gene rank µ of each model as follows in Table 2: The six proposed models outperform all the benchmark models.

The results show that the newly proposed model outperforms all previously established models.

We note that the OLLLN model outperforms all other fitted models.

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