7.00.02 - Decision Tree Advantages - Aster Analytics

Teradata Aster® Analytics Foundation User GuideUpdate 2

Product
Aster Analytics
Release Number
7.00.02
Published
September 2017
Language
English (United States)
Last Update
2018-04-17
dita:mapPath
uce1497542673292.ditamap
dita:ditavalPath
AA-notempfilter_pdf_output.ditaval
dita:id
zuk1466006200888

Decision trees:

  • Are easy to visualize and understand.
  • Offer an interpretable reason for their decisions.

    For example: Person X is high-risk because his income is below C, his total debt is above D, and his age is below A.

  • Are robust to spurious, colinear, and correlated input variables.