Word prediction a great tool for any writing application

Used in any digital application

User friendly for customers

50% of the three text documents from news, blog and twitter used

Divided into train (75% of lines) and test (25% of lines) Corpa

Processed to lower case and remove stopwords

Model created using 80% of words in library

Alogarithm used: Stupid-Back-off (sbo) 3 n-gram

Minimize processing speed and memory use

3-gram language model

Stupid Back-off ranks next word

Start with 3-gram if no suggestions, back of to 2-gram

Back off progress continued until enough suggestions are found

Link: https://kristinbutler.shinyapps.io/WordPrediction/

Enter word/s in text box and push space button

Table below will predict next word with model (first, second and third choice)

Word cloud will show all possible words with weight in size