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
- OSI Model: The OSI (Open Systems Interconnection) Model is a conceptual framework used to describe the communication functions of a telecommunication or computing system. It divides the communication process into seven layers, each layer performing a ... Read More >>
- Confusion Matrix: A confusion matrix is a table used to evaluate the performance of a classification model. It shows the number of correct and incorrect predictions made by the model compared to the actual outcomes. The matrix is divided into four quadrants: ... Read More >>
- Data Privacy Regulations: Data Privacy Regulations refer to the set of laws and policies that govern the collection, use, storage, and sharing of personal data. These regulations are designed to protect the privacy and security of individuals' personal information, ... Read More >>
Top News
The U.S. will impose new export controls on quantum computing to stop China gett...
The new rules cover all exports, yet include exemptions for countries that impose their own controls—important to get U.S. allies on board....
News Source: Fortune on 2024-09-06
Asian shares trade mixed amid caution ahead of key US employment report...
Asian shares are trading mixed ahead of a highly anticipated U.S. jobs report that’s expected to influence how the U.S. Federal Reserve will move on interest rates...
News Source: ABC News on 2024-09-06
Video game performers reach agreement with 80 video games on AI terms...
Video game performers have reached a turning point in their strike against developers with 80 individual video games signing agreements with the performers' union and accepting artificial intelligence...
News Source: ABC News on 2024-09-06
Telegram CEO Pavel Durov pledges to 'significantly improve' the site, days after...
Pavel Durov, the co-founder and CEO of Telegram, has pledged to “significantly improve” the moderation of criminal activity on his messaging app, 12 days after he was arrested in France....
News Source: NBC News on 2024-09-05
This week on "Sunday Morning" (Sept. 8)...
A look at the features for this week's broadcast of the 2023 News & Documentary Emmy-winner for Outstanding Recorded News Program, hosted by Jane Pauley....
News Source: CBS News on 2024-09-05