Model Complexity

Model complexity refers to the level of sophistication of a statistical or machine learning model in capturing the underlying patterns in the data. A model with high complexity can capture intricate relationships between the input features and the target variable, but it may also overfit the training data and perform poorly on new, unseen data. On the other hand, a model with low complexity may not be able to capture all the relevant information in the data, leading to underfitting. The choice of model complexity depends on the trade-off between bias and variance, and can be determined through techniques such as cross-validation, regularization, and model selection.
Your Previous Searches
Random Picks
  • Digital Electronics: Digital Electronics is a branch of electronics that deals with digital signals and their behavior. It involves the use of binary digits (0 and 1) to represent information and the design of digital circuits that manipulate these signals. Dig ... Read More >>
  • Real-time Analytics: Real-time analytics is the process of analyzing data as soon as it becomes available, providing insights and actionable information in real-time. This involves collecting, processing, and analyzing data in real-time to make informed decisio ... Read More >>
  • User Feedback: ... Read More >>
Top News

World awaits Nvidia earnings report, more on Jaguar's new moves...

Artificial intelligence chip maker Nvidia will announce its latest earnings as investors anxiously await good news. Also, Jaguar is targeting younger buyers as it prepares to release more details on i...

News Source: CBS News on 2024-11-20

US gathers allies to talk AI safety, Trump's vow to undo Biden's AI policy overs...

President-elect Donald Trump has vowed to repeal President Joe Biden’s signature artificial intelligence policy when he returns to the White House for a second term...

News Source: ABC News on 2024-11-20

Elon Musk asked people to upload their medical data to X so his AI company could...

Health care experts are worried about Grok’s potential to breach patient privacy....

News Source: Fortune on 2024-11-20

Bitcoin billionaire Barry Silbert talks about his next big bet—on ‘decentral...

Silbert will be CEO of Yuma, a new DCG subsidiary focused on the AI ecosystem tied to Bittensor blockchain....

News Source: Fortune on 2024-11-20

Chief transformation officers join the C-suite to drive innovation at speed...

Companies are grappling with a faster pace of innovation. The chief transformation officer can help across the organization....

News Source: Business Insider on 2024-11-20