Biased Data
Biased data refers to a type of data that is not representative of the population it is supposed to represent, due to systematic errors in the data collection process. Biased data can lead to inaccurate and unreliable results in data analysis and machine learning models. Biases can be introduced at various stages of the data collection process, such as sampling, measurement, and data entry. Biases can be unintentional or intentional, and can be caused by factors such as cultural norms, personal beliefs, and social stereotypes. It is important to identify and address biased data in order to ensure fairness and accuracy in data-driven decision making.
Your Previous Searches
Random Picks
- Symmetric Key Algorithm: A symmetric key algorithm is a type of encryption algorithm that uses the same key for both encryption and decryption of data. In this method, the sender and receiver of a message share a secret key that is used to encrypt and decrypt the m ... Read More >>
- Evaluation Metrics: Evaluation metrics are quantitative measures used to assess the performance of a machine learning model. These metrics are used to evaluate how well the model is performing in terms of accuracy, precision, recall, F1 score, and other releva ... Read More >>
- Trilateration: Trilateration is a technique used in geolocation to determine the position of an object by measuring the distance between it and three or more known locations. In data science, trilateration is used to estimate the location of a device base ... 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