Label Encoding
Label Encoding is a process of converting categorical data into numerical form that can be used by algorithms to improve predictions. In this process, each unique category is assigned a unique integer value. Label Encoding is useful when the categorical data has some kind of order or hierarchy. For example, in a dataset of T-shirt sizes, 'Small' can be assigned a value of 0, 'Medium' can be assigned a value of 1, and 'Large' can be assigned a value of 2. This allows algorithms to understand the relationship between the categories and make better predictions. However, it is important to note that Label Encoding should not be used when there is no order or hierarchy in the categorical data, as it can lead to incorrect predictions.
Your Previous Searches
Random Picks
- Personalized Profile: A personalized profile is a collection of data points that describe an individual's characteristics, preferences, and behavior. In the context of data science and artificial intelligence, a personalized profile is created by analyzing large ... Read More >>
- Cybersecurity: Cybersecurity refers to the practice of protecting computer systems, networks, and sensitive information from unauthorized access, theft, damage, or any other malicious intent. It involves the use of various technologies, processes, and pra ... Read More >>
- Applications: Applications refer to the practical use of data science and artificial intelligence techniques to solve real-world problems. These can range from simple tasks such as predicting customer churn for a business to complex problems such as deve ... Read More >>
Top News
TikTok goes dark in the US...
TikTok’s app was removed from prominent app stores on Saturday just before a federal law that would have banned the popular social media platform was scheduled to go into effect...
News Source: ABC News on 2025-01-19
With a US ban on TikTok hours away, Trump says he 'most likely' will grant an ex...
President-elect Donald Trump says he “most likely” will give TikTok 90 more days to work out a deal that would allow the popular video-sharing platform to avoid a U.S. ban...
News Source: ABC News on 2025-01-18
As the wildfires grew closer, people with disabilities say they often had to fen...
When people with disabilities aren’t included in disaster plans, the results can be deadly, advocates say. They advise that people make plans in case of wildfires or other emergencies....
News Source: CNN on 2025-01-18
These are Sam Altman's predictions on how the world might change with AI...
OpenAI CEO Sam Altman has made several predictions about where we're headed on AGI, superintelligence, agentic AI — and when we might get there....
News Source: Business Insider on 2025-01-18
How scientists with disabilities are making research labs and fieldwork more acc...
Disabled scientists are trying to make research labs and fieldwork more accessible...
News Source: ABC News on 2025-01-18