Information Criteria

Definition

Information Criteria are quantitative tests based on the likelihood function of a given model.

Examples =

Two common examples are:

• the Akaike Information Criterion (AIC) and
• the Schwartz Information Criterion (BIC)

Implementation

• Scikit Manual
• openRiskScore

Issues and Challenges

• Multiple criteria with different emphasis / focus

See Also

• Diagnostic Tests