Are you trying to find the perfect tool to perform text classification easily? You should keep reading this post!
Machine learning often struggles with classification. To train a classification model, you can employ a variety of algorithms. Text classification is a branch of classification that deals only with raw text. The text presents intriguing problems since you have to take the context and semantics of the text into consideration.
As a result, encoding context and meaning might be challenging. Deep learning models have been a promising approach to handling natural language issues in recent years.
The most popular method for resolving natural language issues including text classification, translation, summarization, and question answering is now a class of neural networks called transformers. But the easiest way to perform text classification is with an API.
In today’s world, data is power. With companies having terabytes of data stored in servers, everyone is in the quest to discover insights that add value to the organization. With various examples to quote in which analytics is being used to drive actions, one that stands out is text classification.
As the name suggests, text classification is the process of assigning labels or categories to text.
Examples of typical use cases include:
Classifying email as spam or non-spam.
Evaluating if customer reviews’ attitude is good or negative.
The process of labeling support tickets.
Why should I try Text Classification?
You can use text classification in many useful situations, for example:
Leads Qualification
Consider that you are looking for businesses in the automobile industry. You might search websites and only keep ones that are classified as “automotive.”
Economic Intelligence
You might want to monitor new content from various sources and categorize it accordingly. Text classification is the right way to do so.
To perform this we recommend an API and specifically Text Classification IAB Taxonomy API.
Reasons why we advise you to try Text Classification IAB Taxonomy API:
Text Classification IAB Taxonomy is the most accurate IAB Taxonomy content classifier. With the classification, you will get a response right away and start arranging your data, it’s that easy!
The IAB Taxonomy classifier categorizes texts into one of 360 topics. It has two levels of depth, the main category (e.g. sports, business or science) and subcategories (soccer, agriculture or physics). It’s based on the IAB Quality Assurance Guidelines (QAG) Taxonomy.
What this API receives and what your API provides (input/output)?
Just pass the text that you want to categorize and you will be given its IAB taxonomy. It’s that easy and can be done with just a click!
What are the most common uses cases of this API?
This API Text Classification IAB Taxonomy is meant to assist businesses who have a lot of data that has to be categorized. By categorizing the text, you can collect it.
Ideal for marketing agencies that want to extract data online and want to categorize it as well.
Also, helpful to classify sentences or slogans, you will be given the exact categorization in IAB standards.
Also published on Medium.