CRISP-DM
CRISP-DM (Cross-Industry Standard Process for Data Mining) is a widely used and comprehensive data mining process model that provides a structured approach to planning, building, deploying, and maintaining data mining solutions. It consists of six phases: Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, and Deployment. The Business Understanding phase involves understanding the project objectives and requirements, while the Data Understanding phase involves collecting and exploring the data. The Data Preparation phase involves cleaning, transforming, and integrating the data, while the Modeling phase involves selecting and applying appropriate modeling techniques. The Evaluation phase involves assessing the quality and effectiveness of the models, and the Deployment phase involves deploying the models into the operational environment. CRISP-DM provides a flexible and iterative approach to data mining that can be adapted to different types of projects and data. It is widely used in both academic and industry settings.
Your Previous Searches
Random Picks
- Electronic Displays: Electronic displays are devices that present visual information in a digital format. They are used to display a wide range of information, including text, images, and video. Electronic displays are commonly used in consumer electronics, suc ... Read More >>
- Storage Device: A storage device is a hardware device that is used to store data, either temporarily or permanently. In the context of data science and artificial intelligence, storage devices are essential for storing large amounts of data that are used f ... Read More >>
- Knowledge Management: Knowledge Management is the process of identifying, capturing, storing, retrieving, and sharing knowledge within an organization. It involves creating a knowledge base that can be used to improve decision-making, problem-solving, and innova ... Read More >>
Top News
TikTok goes dark in the US...
TikTok’s app was removed from prominent app stores on Saturday just before a federal law that would have banned the popular social media platform was scheduled to go into effect...
News Source: ABC News on 2025-01-19
With a US ban on TikTok hours away, Trump says he 'most likely' will grant an ex...
President-elect Donald Trump says he “most likely” will give TikTok 90 more days to work out a deal that would allow the popular video-sharing platform to avoid a U.S. ban...
News Source: ABC News on 2025-01-18
As the wildfires grew closer, people with disabilities say they often had to fen...
When people with disabilities aren’t included in disaster plans, the results can be deadly, advocates say. They advise that people make plans in case of wildfires or other emergencies....
News Source: CNN on 2025-01-18
These are Sam Altman's predictions on how the world might change with AI...
OpenAI CEO Sam Altman has made several predictions about where we're headed on AGI, superintelligence, agentic AI — and when we might get there....
News Source: Business Insider on 2025-01-18
How scientists with disabilities are making research labs and fieldwork more acc...
Disabled scientists are trying to make research labs and fieldwork more accessible...
News Source: ABC News on 2025-01-18