Selecting variables

Data mining tools can also aid in socioeconomic forecasting and in selecting variables for comparing bond issuers.

This is the bias toward selecting variables with more levels for splits, a bias that can skew the interpretation of the relative importance of the predictors in explaining responses on the dependent variable (Breiman et. al., 1984).

See also: Knowledge, Data mining, Regression, Complexity, Estimation