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© The Author(s) 2020.Microarray information sets have been employed for forecasting cancer biomarkers. However, replication associated with the forecast is not totally satisfied. Recently, new data sets called deep sequencing data units have been produced, with a benefit of less noise in computational evaluation. In this research, we analyzed the kidney miRNA and mRNA series data sets for forecasting cancer markers using 5 various analytical function choice techniques. In