The dce-GMDH type neural network algorithm is a heuristic self-organizing algorithm to assemble the well-known classifiers. Find out how to apply dce-GMDH algorithm for binary classification in R.

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Creating dummy variables is a point not to be missed while working on nominal variables. This comphrehensive tutorial includes necessary steps to make dummy variables based on variables class in R data frame.

Continue readingIt is important to create dummy variables when working on categorical variables where there is no ordered relationship. This ultimate tutorial includes necessary steps to make dummy variables in R.

Continue readingR packages are not generally compatible across upgrades and must be reinstalled after updating R. This inclusive tutorial covers the reinstallation steps of available R packages. Find out how to reinstall all packages after updating R.

Continue readingR is a free software environment made up of many user-written packages. In this tutorial, we work on how to get a list of installed packages, the package versions, the place of packages in R.

Continue readingIt is very difficult to have complete data while making data analysis in practice. In this tutorial, we learn simple missing imputation techniques – mean, median, mode. Find out how to impute missing data in R.

Continue readingFinding unique values may be a necessity while analyzing a data set. In this tutorial, we will learn four ways of finding unique values. Find out how to find unique values in R.

Continue readingThe use of apply functions enables data scientists to make the things easier. In this tutorial, we go over apply, tapply, lapply, sapply, vapply and mapply. Find out how to use apply functions in R.

Continue readingSometimes, we need to merge datasets coming from different sources. This ultimate tutorial includes combining the data frames in different ways. Find out how to merge data frames in R.

Continue readingConverting data type to numeric is important while analyzing the data in R. In this tutorial, we will learn three ways of converting the colums of data frame to numeric. Find out how to convert all columns of data frame to numeric in R.

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