
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
- Traffic Prioritization: Traffic prioritization is the process of managing network traffic to ensure that certain types of data are given priority over others. This is typically done to ensure that critical data, such as real-time video or voice communications, are ... Read More >>
- Data Preprocessing Techniques: Data preprocessing is a data mining technique that involves transforming raw data into an understandable format. It is a crucial step in the data analysis process as it helps to improve the quality of data, reduce errors, and increase the a ... Read More >>
- FTP: FTP (File Transfer Protocol) is a standard network protocol used to transfer files from one host to another over a TCP-based network, such as the internet. FTP is a client-server protocol, which means that a client initiates a connection to ... Read More >>
Top News

Tech giants see emissions surge 150 percent in 3 years amid AI boom: UN...
Artificial intelligence, cloud computing and data centres led to a spike in electricity demand between 2020 and 2023....
News Source: Al Jazeera English on 2025-06-06

‘Ghost networks' are harming patients, but attempts to eliminate them have fal...
Insurance companies often refer patients to lists of providers who are unreachable, out of network or don’t accept new patients....
News Source: NBC News on 2025-06-05

Palantir CEO Karp says AI is dangerous and 'either we win or China will win'...
Palantir CEO Alex Karp said the artificial intelligence arms race between the U.S. and China will culminate in one country coming out on top....
News Source: NBC News on 2025-06-05
Palantir has soared 74% this year alone. 3 reasons why it's been one of the worl...
Palantir was the second-most bought stock among retail traders in the last five days, according to a firm that tracks flows from individual investors....
News Source: Business Insider on 2025-06-05

Harris-Walz campaign may have been targeted by iPhone hackers, cybersecurity fir...
One of the few companies to specialize in iPhone cybersecurity said that it has uncovered evidence of a potentially groundbreaking hacking campaign....
News Source: NBC News on 2025-06-05