Are you a developer in need to start employing APIs for domain data? You’re in the right place! Read this article because we’ll tell you all about website classification APIs and of course we’ll provide you with a guide so you can get started as soon as possible!
In machine learning and natural language processing, website classification and domain data is a crucial area. It has a wide variety of applications, from online store categorizations to cybersecurity. Extraction of pertinent material from websites (by removing boilerplate components) is a critical component of website classification and for this, specialized machine learning models can be used.
Website categories consist of a list of categories from which users can choose to indicate their content. The IAB list is the most used collection of website classifications, and our classifiers also use it. There are many different machine learning models that may be used for text classification, ranging from simple ones like SVM to more intricate ones like LSTM or transformer models.
How to automate web clasification
A supervised machine learning model (ML) created especially for this task is typically used for automated website classification. However, the work on ML solutions begins with the training data, whose amount and quality are essential if you want to attain a level of accuracy high enough to use the website categorization model in production.
Selecting a taxonomy that is appropriate for your purpose is a crucial step in generating a training data set. You can either create a unique one that is specific to your use case or choose from the pre-existing standard ones, like the IAB taxonomy.
Because we know you’re probably hesitating about which tool can allow you to do all these mentioned things with almost zero effort, we’re going to introduce you to Klazify, a wonderful API and the most reliable in the 2022 market.
Klazify
By applying cutting-edge machine learning to classify a large number of online pages, Klazify has one of the most accurate categorization databases in the business. The domain classification of Klazify enables customers to easily offer services like Internet filtering, subscriber statistics, advertising networks, and fraud prevention.
Because it can categorize content from URLs, entire websites, and IP addresses, the Klazify technology is perfect for security products without complete URL access. It contains several tools that let you access information from other websites. These tools consist of a data extractor, a web scraper, and a data mining tool.
The Klazify API is a domain data API that enables you to retrieve information about a given domain name. To use the Klazify API, you will need to sign up for an account. Once you have an account, you can generate an API key and once you have it, you can make requests to the API by appending your key to the end of the API endpoint.
Just insert the URL you want to categorize and Klazify will return all the data you need about it. However, you can also view the API documentation for more information about the available endpoints and parameters.