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Data Mining

Overfitting

Data Mining

Overfitting

Process of extracting and discovering patterns in large data sets

Flaw in mathematical modelling

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approx 100 words

Dialectical Questions

General

How are Data Mining and Overfitting the same?

How are Data Mining and Overfitting different?

What does Data Mining highlight about Overfitting?

What does Overfitting highlight about Data Mining?

Where do Data Mining and Overfitting most directly clash?

Where do Data Mining and Overfitting unexpectedly connect?

What are the main strengths of Data Mining compared to Overfitting?

What are the main strengths of Overfitting compared to Data Mining?

What are the main weaknesses of Data Mining compared to Overfitting?

What are the main weaknesses of Overfitting compared to Data Mining?

What larger context includes both Data Mining and Overfitting?

How might Data Mining and Overfitting balance or complement each other?

What would the world look like if Data Mining dominated?

What would the world look like if Overfitting dominated?

What would be lost if Data Mining disappeared?

What would be lost if Overfitting disappeared?

How might Data Mining and Overfitting depend on each other?

What hidden patterns link Data Mining and Overfitting?

How might Data Mining and Overfitting evolve in the future?

Can the conflict between Data Mining and Overfitting be resolved—or only managed?

Self & Identity

How do Data Mining and Overfitting shape ideas of identity?

What does choosing Data Mining over Overfitting say about the self?

How might people identify with Data Mining differently than with Overfitting?

Culture & Symbol

What cultural meanings are attached to Data Mining and to Overfitting?

How are Data Mining and Overfitting represented in symbols, stories, or media?

What metaphors capture the tension between Data Mining and Overfitting?

History & Memory

How has history treated Data Mining compared to Overfitting?

What past conflicts or links between Data Mining and Overfitting still matter today?

How do memories of Data Mining affect the way we see Overfitting?

Nature & Cosmos

How do Data Mining and Overfitting relate to the natural world?

How does Data Mining reflect universal laws differently from Overfitting?

What natural metaphors describe Data Mining and Overfitting?

Body & Health

How do Data Mining and Overfitting each affect human wellbeing?

What emotions or sensations are tied to Data Mining versus Overfitting?

How do Data Mining and Overfitting relate to survival or resilience?

Economy & Work

How do Data Mining and Overfitting change the meaning of work or value?

How do Data Mining and Overfitting compete for resources?

What would everyday life look like under Data Mining versus Overfitting?

Power & Control

How does Data Mining try to control or influence Overfitting?

How does Overfitting try to control or influence Data Mining?

Who gains power if Data Mining dominates Overfitting, or if Overfitting dominates Data Mining?

Learning & Knowing

How do Data Mining and Overfitting define knowledge differently?

What kinds of truth are emphasized by Data Mining versus Overfitting?

How does comparing Data Mining and Overfitting expand what we know?

Technology & Tools

How do Data Mining and Overfitting influence the tools people use?

How do Data Mining and Overfitting change through new technologies?

How do Data Mining and Overfitting shape the pace of progress?

Imagination & Play

How do Data Mining and Overfitting inspire creativity or play?

What games or stories can be told about Data Mining vs Overfitting?

How do Data Mining and Overfitting shape our dreams of the future?

Emotion & Expression

What emotions are most connected to Data Mining? To Overfitting?

How would art or music express Data Mining compared to Overfitting?

What inner conflicts arise when choosing between Data Mining and Overfitting?

Paradigms & Patterns

What assumptions about reality are revealed by Data Mining versus Overfitting?

What patterns link Data Mining and Overfitting?

How could Data Mining and Overfitting be combined into a new paradigm?

Data Mining

Overfitting