
CSE315/ITP314 Midterm Quiz 3

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Other
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University
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Easy
Arnie Armada
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30 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does CRISP-DM stand for?
Comprehensive Research for Industrial Standardized Processes in Data Mining
Cross-Industry Standard Process for Data Mining
Current Requirements for Integrated Systems in Predictive Modeling
Critical Resource for Implementing Statistical Procedures in Data Mining
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following is NOT a phase in the CRISP-DM process model?
Business Understanding
Data Preparation
Deployment
Data Termination
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In the CRISP-DM framework, what is the primary goal of the "Business Understanding" phase?
To gather and understand the data
To identify the business objectives and requirements
To build predictive models
To evaluate model performance
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which phase of CRISP-DM involves data cleaning, transformation, and selecting relevant examples/attributes for analysis?
Data Preparation
Data Modeling
Data Evaluation
Data Deployment
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of the "Data Evaluation" phase in CRISP-DM?
To select the best machine learning algorithm
To assess the quality of the data and the model's performance
To deploy the model into production
To explore the data for interesting patterns
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which phase of CRISP-DM focuses on deploying the data mining results into a production environment?
Data Preparation
Data Understanding
Data Deployment
Data Termination
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the CRISP-DM phase that involves building and training predictive models?
Data Preparation
Data Modeling
Data Evaluation
Data Deployment
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