Silas Model Insight

The Silas Insight feature adopts automated reasoning techniques in order to introspect the machine learning models and explain the rationale behind the machine learning model’s decision-making. This feature has two functionalities: model introspection and prediction explanation. The former is an analysis on machine learning models that results in an overview of how the models work. The latter is focused on explaining a specific prediction instance.

Contents:

• Introspecting Models
  • Settings For Formula Extraction
  • Introspecting The Extracted Formulae
• Explaining Predictions