Jogakhichuri

• Katz back-off is a generative n-gram language model that estimates the conditional probability of a word given its history in the n-gram.
• It accomplishes this estimation by backing off through progressively shorter history models under certain conditions.
• By doing so, the model with the most reliable information about a given history is used to provide the better results.
• I at first made the n-grams and took most relevant words for prediction based on unigram,bigrams,trigrams and fourgrams.

• This app is based on simple functions that can predict next word and phrase

• After giving any word/phrase press submit button.

• If you are a laptop/desktop user,look at the right side of your screen to see the predicted next word & phrase.

• If you are a mobile user,scroll down to see the predicted words & phrases.

• Phrase is shown after 2/4/7/9 words

• This app can work upto 15 words;after 15 words word prediction remains constant.

-This app can be found at : https://anik34.shinyapps.io/Jogakhichuri/?_ga=2.176208357.1595546278.1603197899-168520735.1602167702

• At present I am studying economics at University of Dhaka.My RPubs link is given below which shows my recent works on several projects on economics: https://rpubs.com/Anik34

• If you have any queries,mail me at: rajinanik454@gmail.com