Classification

This story is part of my Data Science series.

Top algorithms: There are several popular classification algorithms in machine learning. Here are some of the top algorithms used for classification tasks: Decision Trees: Decision trees are tree-based models that recursively split the data based on features, creating a hierarchical structure. …

It doesn’t mean the person is strange — By design or by accident, the system always leaves someone out. Is the person left out because they are strange? No. It’s the system that’s strange. The Difference Between ‘Generation X‘ and ‘Millennial’ Here’s a U.S. perspective on two generations. The concept of “generations” is ultimately imaginary, of course. Generation X was born in the ’60s and…

A compressive guide for handling class imbalance in data Ever tried predicting Credit Card Fraud? It is a classic problem in the Banking industry to predict if certain credit card transaction is fraudulent or not. Let’s say You have past credit card transaction records, you can build a nice classification model using that data, but when it’s time for…

An empirical approach to understand how language models detect misinformation The problem of misinformation and the role of LLMs Social media has made misinformation spread quickly and easily, as we saw during the last pandemic when misinformation covered a wide range of topics. In order to keep people safe, informed, and connected, technology and social media were used extensively…

Credit Card payment default occurs when you fail to pay the Minimum Amount Due (MAD) on the credit card for a few consecutive months. Usually, the default notice is sent by the card issuer after 6 consecutive missed payments. Consequences of Credit card payment default Lawful Punishments Suspended Credit Card…

Iris Dataset is a dataset used for beginners to learn how basic classification algorithms work. Iris data is based on Iris flower species. You can get the csv version of this dataset from here. It has 4 features, Sepal Length, Sepal Width, Petal Length, Petal Width all given in centimeters…

ChatGPT is becoming an essential tool in today’s technology-driven world. It’s seeing widespread adoption for tasks such as language translation, chatbot services, and writing assistance. Whether used via a UI or API, it serves as a versatile tool for diverse applications. Beyond ChatGPT, OpenAI has a plethora of options like…

In the ever-evolving world of business, understanding the intricacies of product classification is crucial for success. From marketing to supply chain management, the way products are categorized and classified can have a significant impact on various aspects of a business’s operations. …