Data Mining (OCR A-Level Computer Science): Quizzes

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Data Mining
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What does data mining primarily analyse?

Large datasets

What is the purpose of data mining?

Turn raw data into actionable insights

Which data mining technique assigns data into predefined categories?

Classification

What does the clustering technique do?

Groups similar data points together

Which technique identifies relationships between variables?

Association Rule Mining

What does anomaly detection identify?

Unusual data points differing from norm

What happens during data preprocessing?

Data is cleaned & transformed

How is data mining used in healthcare for forecasting?

Predictive analytics for outbreaks

How does data mining help in finance?

Detects unusual transaction patterns

What issue can poor-quality data cause?

Inaccurate or misleading results

What is overfitting in data mining?

Performs well on training, poorly on new

Which systems allow parallel processing in data mining?

Hadoop or Spark

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