Explain how to use tf-idf in R?

We can implement in R after importing following libraries

We will perform the following operation on the doc sentence.

We get the following output in the matrix form

No, we will Inverse Document Frequency on the same sentence

We will get the following output

No, we need full tf-idf and for that we need to do the matrix multiplication and also have to transform the idf vector into a diagonal matrix.

Then we will get the final output