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Classifies text as 'Fiction' or 'Non-Fiction'.

Project description

Fictometer

Description

Fictometer is an algorithm for analysing whether the given text is Fiction or Non-Fiction. It first calculates the number of adverbs, adjectives and pronouns in the text. It then calculates Ratio of Adjective to Pronoun RADJPRON and Ratio of Adverb to Adjective RADVADJ, from which it predicts whether text is Fiction or Non-Fiction.

Blog Link: 🔗LINK

Installation

pip install Fictometer

Usage

import Fictometer

text = "your_text"

pc = Fictometer.counts(text)
// returs the count of ```adjectives```, ```adverbs``` and ```pronouns```

result = Fictometer.predict(text)
// Uses counts(), then calculates RADJPRON and RADVADJ, and returns a tuple having 'result' and 'confidence'.

Fictometer.help()
// Shows how to use the package

Contact

email - atmabodha@gmail.com

Project details


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