All of the Following Are Disadvantages/limitations of the SVM Technique

question 60

Multiple Choice

All of the following are disadvantages/limitations of the SVM technique EXCEPT

• A) model building involves complex and time-demanding calculations.
• B) selection of the kernel type and kernel function parameters is difficult.
• C) they have high algorithmic complexity and extensive memory requirements for complex tasks.
• D) their accuracy is poor in many domains compared to neural networks.

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Definitions:

Semantic Networks

Cognitive structures that use nodes representing concepts or instances linked together by relationships illustrating how these concepts or instances are related.

Executive Control System

A component of the brain responsible for regulating attention, making plans, and consciously controlling thoughts and actions.

Schemas

Cognitive structures that help individuals organize and interpret information, based on accumulated knowledge and experiences.

Clustering Principle

A concept in psychology that suggests individuals tend to remember similar or related items in groups.