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Statistics

Overfitting

Statistics

Overfitting

Study of collection and analysis of data

Flaw in mathematical modelling

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Dialectical Questions

General

How are Statistics and Overfitting the same?

How are Statistics and Overfitting different?

What does Statistics highlight about Overfitting?

What does Overfitting highlight about Statistics?

Where do Statistics and Overfitting most directly clash?

Where do Statistics and Overfitting unexpectedly connect?

What are the main strengths of Statistics compared to Overfitting?

What are the main strengths of Overfitting compared to Statistics?

What are the main weaknesses of Statistics compared to Overfitting?

What are the main weaknesses of Overfitting compared to Statistics?

What larger context includes both Statistics and Overfitting?

How might Statistics and Overfitting balance or complement each other?

What would the world look like if Statistics dominated?

What would the world look like if Overfitting dominated?

What would be lost if Statistics disappeared?

What would be lost if Overfitting disappeared?

How might Statistics and Overfitting depend on each other?

What hidden patterns link Statistics and Overfitting?

How might Statistics and Overfitting evolve in the future?

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

Self & Identity

How do Statistics and Overfitting shape ideas of identity?

What does choosing Statistics over Overfitting say about the self?

How might people identify with Statistics differently than with Overfitting?

Culture & Symbol

What cultural meanings are attached to Statistics and to Overfitting?

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

What metaphors capture the tension between Statistics and Overfitting?

History & Memory

How has history treated Statistics compared to Overfitting?

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

How do memories of Statistics affect the way we see Overfitting?

Nature & Cosmos

How do Statistics and Overfitting relate to the natural world?

How does Statistics reflect universal laws differently from Overfitting?

What natural metaphors describe Statistics and Overfitting?

Body & Health

How do Statistics and Overfitting each affect human wellbeing?

What emotions or sensations are tied to Statistics versus Overfitting?

How do Statistics and Overfitting relate to survival or resilience?

Economy & Work

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

How do Statistics and Overfitting compete for resources?

What would everyday life look like under Statistics versus Overfitting?

Power & Control

How does Statistics try to control or influence Overfitting?

How does Overfitting try to control or influence Statistics?

Who gains power if Statistics dominates Overfitting, or if Overfitting dominates Statistics?

Learning & Knowing

How do Statistics and Overfitting define knowledge differently?

What kinds of truth are emphasized by Statistics versus Overfitting?

How does comparing Statistics and Overfitting expand what we know?

Technology & Tools

How do Statistics and Overfitting influence the tools people use?

How do Statistics and Overfitting change through new technologies?

How do Statistics and Overfitting shape the pace of progress?

Imagination & Play

How do Statistics and Overfitting inspire creativity or play?

What games or stories can be told about Statistics vs Overfitting?

How do Statistics and Overfitting shape our dreams of the future?

Emotion & Expression

What emotions are most connected to Statistics? To Overfitting?

How would art or music express Statistics compared to Overfitting?

What inner conflicts arise when choosing between Statistics and Overfitting?

Paradigms & Patterns

What assumptions about reality are revealed by Statistics versus Overfitting?

What patterns link Statistics and Overfitting?

How could Statistics and Overfitting be combined into a new paradigm?

Statistics

Overfitting