Which of the following function can be used to create balanced splits of the data?

newDataPartition
createDataPartition
renameDataPartition
none of the mentioned

The correct answer is A. newDataPartition.

The newDataPartition function creates a new partition of a data frame by randomly splitting the rows into two groups. The groups are of equal size, unless the specified fraction argument is used to specify a different split ratio.

The createDataPartition function creates a new partition of a data frame by randomly splitting the rows into two groups. The groups are not necessarily of equal size.

The renameDataPartition function renames the groups of a data frame that was created using the newDataPartition or createDataPartition function.

Therefore, the only function that can be used to create balanced splits of the data is newDataPartition.