This Clustering Algorithm Initially Assumes That Each Data Instance Represents

question 8

Multiple Choice

This clustering algorithm initially assumes that each data instance represents a single cluster.

• A) agglomerative clustering
• B) conceptual clustering
• C) K-Means clustering
• D) expectation maximization

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Definitions:

Task Over People

A management approach that prioritizes the completion of tasks and achievement of goals over the well-being and satisfaction of employees.

Tight Control

The strict regulation and close monitoring of processes, activities, or operations to ensure desired outcomes.

Autocratic Leader

A type of leader who makes decisions unilaterally without consulting subordinates, often resulting in quick decision-making but at the cost of employee satisfaction.

Laissez-faire Style

A leadership approach characterized by minimal supervision, where employees are given freedom to make decisions and take action.