Long-term Retention

Long-term retention refers to the ability of a machine learning model to retain its performance over a long period of time. In other words, it is the ability of a model to maintain its accuracy and effectiveness when presented with new data that it has not seen before. Long-term retention is important in many real-world applications, such as fraud detection, recommendation systems, and predictive maintenance, where the model needs to be able to adapt to changing conditions and new patterns in the data. To achieve long-term retention, the model needs to be trained on a diverse and representative dataset, and the training process should include techniques such as regularization, early stopping, and data augmentation. Additionally, the model should be periodically retrained on new data to ensure that it continues to perform well over time.
Your Previous Searches
Random Picks
  • Microprocessor: A microprocessor is a computer processor that incorporates the functions of a central processing unit (CPU) on a single integrated circuit (IC), or at most a few integrated circuits. The microprocessor is a multipurpose, programmable device ... Read More >>
  • Software Development Process: Software Development Process refers to a set of activities that are followed in order to design, develop, test, and maintain software products. It involves a series of steps that are taken to ensure that the software is developed in a syste ... Read More >>
  • Messaging Pattern: Messaging Pattern is a design pattern in which multiple components or services communicate with each other by exchanging messages. In this pattern, each component or service sends messages to a message broker or message queue, which then de ... Read More >>
Top News

Uber CEO Dara Khosrowshahi calls Elon Musk's vision for Tesla robotaxis 'pretty ...

Uber CEO Dara Khosrowshahi appeared on Friday's episode of the Hard Fork podcast, where he spoke about the future of the autonomous vehicle industry....

News Source: Business Insider on 2024-10-20

After Cynthia Erivo Called "Wicked" Fan Art "Offensive," Ariana Grande Has Offer...

"It's so much bigger than us."View Entire Post ›...

News Source: Buzzfeed on 2024-10-20

Google Research execs reveal how they use AI in their daily lives — and where ...

Google execs on the Research team told Business Insider their favorite uses of AI, like looking up products with Lens or translating pages....

News Source: Business Insider on 2024-10-20

Google DeepMind CEO Demis Hassabis explains what needs to happen to move from ch...

Demis Hassabis, the CEO of Google DeepMind, recently discussed what he thinks will be the next phase of AI after chatbots....

News Source: Business Insider on 2024-10-19

This is OpenAI CEO Sam Altman's favorite question about AGI...

Altman said artificial general intelligence will facilitate "scaffolding that exists between all of us."...

News Source: Business Insider on 2024-10-19