# Corpus Statistics in Text Classification of Online Data

arXiv: https://arxiv.org/abs/1803.06390 · HTML: https://mlsanity.com/paper/1803.06390/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 16 Mar 2018.

## Built on by (most cited first, 1 of 1)

- [Sentiment Analysis of Covid-related Reddits](https://mlsanity.com/paper/2205.06863/) (2022)

## Abstract (arXiv)

Transformation of Machine Learning (ML) from a boutique science to a generally accepted technology has increased importance of reproduction and transportability of ML studies. In the current work, we investigate how corpus characteristics of textual data sets correspond to text classification results. We work with two data sets gathered from sub-forums of an online health-related forum. Our empirical results are obtained for a multi-class sentiment analysis application.