Do you wish to know the confidence score of any website? Then an API can help you!
On a daily basis, any company must interact with a significant number of websites. Most are risk-free, while others are almost guaranteed to jeopardize employee productivity or, worse, their data. Simply said, website categorization is a means for organizations to categorize sites that they often access under several umbrellas for marketing, cybersecurity, and brand protection. Leisure, commerce, gaming, and more website categories are available.
This categorization can be made by their confidence score. The higher the score, the more certain the ML is that the forecast will meet the user’s expectations. This way, you can avoid websites that are extremely dangerous to enter yours.
A Confidence Score is a number between 0 and 1 that shows the probability that a Machine Learning model’s output is valid and will meet a user’s request. All Machine Learning (ML) systems produce one or more predictions as their output. YouTube ML, for example, will predict the video(s) you want to watch next, whereas Uber ML will predict the ETA (estimated time of arrival) for a journey.
But how can you obtain this number and increase your website safety? Well, for that, it can be extremely useful to employ an API. Let’s take a look at how this works.
What Is An API?
An API is a data interface that accepts data from a place and provides it to the person who requested it. This lets you enter a URL into an API-enabled software and return a list of all the categories into which that website is categorized. You may then use that API for any purpose you want and change it to work with whatever code you desire.
So, if you wish to categorize websites by their confidence score, an API might be ideal. An API is a connection point between your program and a third-party service. Developers no longer need to construct equivalent technologies because of these services.
For confidence scores especially, you need to find a good website categorization API that specializes in safety and customized marketing strategies. For this, you might find a large list of APIs online and all could be useful to you. However, all of them have different features and the first one you chose might not fulfill the purpose you have.
As a result, we propose Klazify, which is gradually becoming one of the most popular and widely used APIs. Using Natural Language Processing (NLP) and a Machine Learning Engine, this application obtains internet information by analyzing a website’s text content and meta tags.
To make advantage of it, you must do the following:
- Create an API key at www.klazify.com.
- Locate and copy any domain in the selected region that you want to categorise. Submit it once you’ve verified that you’re not a robot.
- The API answer will then be delivered to you in one or more programming languages.
- Search for the confidence rate and use it however you want.
More About This Tool
Klazify is a search engine that categorizes websites and companies based on their area of expertise. The objective of Klazify is to find, compare, and categorize the greatest websites on the internet (up to 3 levels). In their search engine, deep learning techniques are utilized, which are not only more accurate than traditional classifiers, but also more robust, allowing you to deal with incorrect input data.
Klazify will navigate to the relevant domain name or URL, collect its content, and create appropriate categorizes based on an IAB V2 Standard classification taxonomy, which may then be utilized for 1-1 personalization, marketing segmentation, online filtering, and other applications. As a result, the URL or domain may now be allocated to a category.
Also published on Medium.