Soft Skill - Bias

Card Puncher Data Processing

Cognitive

  • Pareidolia is the tendency to interpret a vague stimulus as something known to the observer, such as seeing shapes in clouds, seeing faces in inanimate objects or abstract patterns, or hearing hidden messages in music.
  • The gambler's fallacy, also known as the Monte Carlo fallacy or the fallacy of the maturity of chances (sophisme de montecarlo), is the mistaken belief that, if something happens more frequently than normal during a given period, it will happen less frequently in the future (or vice versa). In situations where the outcome being observed is truly random and consists of independent trials of a random process, this belief is false.

Stat

Statistics - Bias (Sampling error)





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Overfitting Underfitting
Statistics - Bias (Sampling error)

Bias in stats Bias is a systematic error in sampling or measurement. Systematic measurement error represents bias. It has an effect on the entire distribution (It shift it right or left). The bias...
Thomas Bayes
What is a Pattern ?

A pattern means that the data (visual or not) are correlated that they have a relationship and that they are predictable. When you have a lack of pattern, you have true randomness When you find a pattern,...



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