Get: Outliers Detection

Identifies extreme values using methods such as Z‑Score, IQR, Isolation Forest, or DBSCAN.

Endpoint:

/eda/outliers_detection

Input Parameters:

  • usecaseVersion (integer, default: 1)
  • feature_col (string, required)
  • method (string, required: IQR, Z‑Score, Isolation Forest, DBSCAN)
  • plot_type (string, required: boxplot or violin)
  • z_threshold (number, optional; for Z‑Score method)
  • eps (number, optional; for DBSCAN method)

  • usecaseId (string, required)

    Output:

    JSON with flagged outliers, summary statistics, and visual plots.