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CoordinatePlaneOutlierDetector

Uses Standard Deviation, k-Nearest Neighbor (kNN) and Angle-based Outlier Detector (ABOD) to discover outliers in an x-y coordinate plane

Input

  • Give a file name.csv with columns of data
  • Enter two titles of columns with data that represent x and y variables
  • Enter title of column that labels the points (x,y)

Result

  • Will give k-NN and ABOD graphs that show outliers
    • White dots represent inliers
    • Black dots represent outliers
  • Can use standard deviation (provided in code) to confirm/cross-check outliers