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Feature Selection

Principal Component Analysis

Feature Selection

Principal Component Analysis

Procedure in machine learning and statistics

Method of data analysis

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approx 100 words

Dialectical Questions

General

How are Feature Selection and Principal Component Analysis the same?

How are Feature Selection and Principal Component Analysis different?

What does Feature Selection highlight about Principal Component Analysis?

What does Principal Component Analysis highlight about Feature Selection?

Where do Feature Selection and Principal Component Analysis most directly clash?

Where do Feature Selection and Principal Component Analysis unexpectedly connect?

What are the main strengths of Feature Selection compared to Principal Component Analysis?

What are the main strengths of Principal Component Analysis compared to Feature Selection?

What are the main weaknesses of Feature Selection compared to Principal Component Analysis?

What are the main weaknesses of Principal Component Analysis compared to Feature Selection?

What larger context includes both Feature Selection and Principal Component Analysis?

How might Feature Selection and Principal Component Analysis balance or complement each other?

What would the world look like if Feature Selection dominated?

What would the world look like if Principal Component Analysis dominated?

What would be lost if Feature Selection disappeared?

What would be lost if Principal Component Analysis disappeared?

How might Feature Selection and Principal Component Analysis depend on each other?

What hidden patterns link Feature Selection and Principal Component Analysis?

How might Feature Selection and Principal Component Analysis evolve in the future?

Can the conflict between Feature Selection and Principal Component Analysis be resolved—or only managed?

Self & Identity

How do Feature Selection and Principal Component Analysis shape ideas of identity?

What does choosing Feature Selection over Principal Component Analysis say about the self?

How might people identify with Feature Selection differently than with Principal Component Analysis?

Culture & Symbol

What cultural meanings are attached to Feature Selection and to Principal Component Analysis?

How are Feature Selection and Principal Component Analysis represented in symbols, stories, or media?

What metaphors capture the tension between Feature Selection and Principal Component Analysis?

History & Memory

How has history treated Feature Selection compared to Principal Component Analysis?

What past conflicts or links between Feature Selection and Principal Component Analysis still matter today?

How do memories of Feature Selection affect the way we see Principal Component Analysis?

Nature & Cosmos

How do Feature Selection and Principal Component Analysis relate to the natural world?

How does Feature Selection reflect universal laws differently from Principal Component Analysis?

What natural metaphors describe Feature Selection and Principal Component Analysis?

Body & Health

How do Feature Selection and Principal Component Analysis each affect human wellbeing?

What emotions or sensations are tied to Feature Selection versus Principal Component Analysis?

How do Feature Selection and Principal Component Analysis relate to survival or resilience?

Economy & Work

How do Feature Selection and Principal Component Analysis change the meaning of work or value?

How do Feature Selection and Principal Component Analysis compete for resources?

What would everyday life look like under Feature Selection versus Principal Component Analysis?

Power & Control

How does Feature Selection try to control or influence Principal Component Analysis?

How does Principal Component Analysis try to control or influence Feature Selection?

Who gains power if Feature Selection dominates Principal Component Analysis, or if Principal Component Analysis dominates Feature Selection?

Learning & Knowing

How do Feature Selection and Principal Component Analysis define knowledge differently?

What kinds of truth are emphasized by Feature Selection versus Principal Component Analysis?

How does comparing Feature Selection and Principal Component Analysis expand what we know?

Technology & Tools

How do Feature Selection and Principal Component Analysis influence the tools people use?

How do Feature Selection and Principal Component Analysis change through new technologies?

How do Feature Selection and Principal Component Analysis shape the pace of progress?

Imagination & Play

How do Feature Selection and Principal Component Analysis inspire creativity or play?

What games or stories can be told about Feature Selection vs Principal Component Analysis?

How do Feature Selection and Principal Component Analysis shape our dreams of the future?

Emotion & Expression

What emotions are most connected to Feature Selection? To Principal Component Analysis?

How would art or music express Feature Selection compared to Principal Component Analysis?

What inner conflicts arise when choosing between Feature Selection and Principal Component Analysis?

Paradigms & Patterns

What assumptions about reality are revealed by Feature Selection versus Principal Component Analysis?

What patterns link Feature Selection and Principal Component Analysis?

How could Feature Selection and Principal Component Analysis be combined into a new paradigm?

Feature Selection

Principal Component Analysis