iForest (Isolation Forest) – Anomaly Detection Tool

iForest (Isolation Forest) – Anomaly Detection Tool

Solution

iForest (Isolation Forest) – Anomaly Detection Tool

An unsupervised machine learning algorithm deployed within the SCR to automate data quality assurance by detecting anomalous credit data (e.g., interest rates, disbursed amounts, income levels, loan terms) without manual labeling.

  • Use cases, geography and tags
  • Organizations that created, adopted or are mentioned
  • Ecosystem position
  • Link to the original asset
  • Comments and reactions