Classification Tree
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B
Bonbo
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INFORMATION SCIENCE
Data Organization
Classification Tree
Classification trees resolve chaos by revealing hidden order in complex data
35 hours ago
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What is a key trade-off when designing a classification tree for organizing information?
Including as many categories as possible regardless of complexity
Balancing comprehensiveness with simplicity to ensure usability
Avoiding updates to maintain consistency over time
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Stevex
Love life
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COMPUTER SCIENCE
Machine Learning
Classification Tree
Classification trees visually map decision processes to categorize complex data effectively
4 Feb 2026
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What criterion is commonly used by classification tree algorithms to decide the best attribute for splitting the data at each node?
Random selection of attributes
Information gain or Gini impurity
Maximizing the number of branches
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