Pruning

Pruning is a technique used in machine learning and artificial neural networks to reduce the size of the model by removing unnecessary or redundant features. It involves removing the weights and connections between neurons that have little or no impact on the output of the model. Pruning can be done during training or after training, and it can be applied to different types of models, including decision trees, random forests, and deep neural networks. Pruning can improve the performance of the model by reducing overfitting, increasing generalization, and making the model more interpretable. However, pruning can also lead to underfitting if too many features are removed, and it can be computationally expensive, especially for large models.
Your Previous Searches
Random Picks
  • Parallel Computing: Parallel computing is a type of computation where multiple calculations or the execution of processes are carried out simultaneously. This is achieved by breaking down a large problem into smaller sub-problems that can be solved concurrentl ... Read More >>
  • Functional Testing: Functional testing is a type of software testing that verifies the software system against the functional requirements/specifications. The purpose of functional testing is to ensure that the software system is working as per the requirement ... Read More >>
  • Geographical Data: Geographical data refers to any data that has a location component attached to it. This can include data about physical features such as mountains, rivers, and coastlines, as well as data about human-made features such as roads, buildings, ... Read More >>
Top News

How IRS firings are expected to screw up tax season...

The IRS said it was firing people it deemed not "critical" to tax filing season. Employees said the cuts would affect tax returns and enforcement....

News Source: Business Insider on 2025-02-21

Arizona moves to ban AI use in reviewing medical claims...

Arizona state lawmakers passed new legislation Thursday aiming to restrict the use of artificial intelligence in reviewing medical claims....

News Source: NBC News on 2025-02-21

Meta approves plan for bigger executive bonuses following 5% layoffs...

Executives at Meta stand to get bigger bonuses this year....

News Source: NBC News on 2025-02-21

ChatGPT-generated op-eds appeared in mainstream Latin American media outlets...

Chinese propagandists used ChatGPT to write and translate op-eds that they successfully planted in Spanish-language news outlets last fall, researchers said Friday....

News Source: NBC News on 2025-02-21

AI can decode digital data stored in DNA in minutes instead of days...

A new AI-based method can accurately recover digital data from DNA strands nearly 90 times faster than older techniques, raising the possibility of practical DNA storage for computing...

News Source: New Scientist on 2025-02-21