Bias
Bias refers to the systematic error in a model's predictions due to the model's inability to capture the true relationship between the input features and the target variable. Bias can occur due to the model's oversimplification of the problem or due to the lack of relevant features in the training data. High bias models are typically underfitting and have poor performance on both the training and test data. In order to reduce bias, one can use more complex models, add more relevant features, or increase the amount of training data.
Your Previous Searches
Random Picks
- Data Synchronization: Data Synchronization is the process of ensuring that data is consistent and up-to-date across multiple systems or devices. In the context of Data Science and Artificial Intelligence, data synchronization is crucial for ensuring that the dat ... Read More >>
- Cloud-based Storage Services: Cloud-based storage services refer to the online storage solutions that allow users to store, access, and manage their data over the internet. These services provide users with a scalable and flexible storage infrastructure that can be acce ... Read More >>
- Data Architecture: Data Architecture refers to the design, structure, and organization of data in an organization. It involves defining how data is collected, stored, processed, and accessed. A good data architecture ensures that data is accurate, consistent, ... Read More >>
Top News
Meta approves bonuses of up to 200% of company executives' salaries...
Meta approved a plan to increase bonuses for company executives to up to 200% of their base pay amid layoffs targeting about 4,000 employees....
News Source: Business Insider on 2025-02-21
Dr. Mehmet Oz holds millions from companies that he'd wield power over if confir...
Dr. Mehmet Oz holds millions of dollars worth of shares in health insurance, fertility, pharmaceutical and vitamin companies...
News Source: ABC News on 2025-02-20
Elon Musk quietly built a second mega-data center for xAI in Atlanta with $700 m...
xAI built a massive data center in Memphis last year, but the company has also been quietly setting up another facility in Georgia....
News Source: Business Insider on 2025-02-20
China's Alibaba sees revenue surge on back of artificial intelligence, e-commerc...
Chinese e-commerce firm Alibaba Group Holding posted its fastest revenue growth in over a year, beating analyst expectations as it capitalizes on the artificial intelligence boom in China...
News Source: ABC News on 2025-02-20
Why the billionaire class is kissing Trump’s proverbial ring...
The billionaire set and the massive corporations they represent are not showing deference to the president....
News Source: Al Jazeera English on 2025-02-20