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Appunti e materiale vario di Machine Learning - UniTN 2019
#Simpson's Paradox
In statistica è il fenomeno per cui un trend che appare in molti differenti gruppi di dati, disappare se combino questi gruppi tra loro.
Quale trend bisogna seguire? Quello con i gruppi singoli o combinati?
E' una tecnica basata sull'idea che il valore di output di un punto sconosciuto debba essere la media dei valori vicini conosciuti, pesati in base alla loro distanza dal punto sconosciuto.
Quindi in questo caso il modello della gooodness function cerca di generalizzare i risultati ottenuti durante i vari esperimenti
Numerical instabilities - Ridge regression
p. 43
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