Define a more suitable similarity metric

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Reference no: EM131243322

The Kvrneans algorithm uses a similarity metric of distance between a record and a cluster centroid. If the attributes of the records are not quantitative but categorical in nature, such as Income Level with values {low, medium, high} or Married with values {Yes, No} or State of Residence with values {Alabama, Alaska, ... , Wyoming} then the distance metric is not meaningful. Define a more suitable similarity metric that can be used for clustering data records that contain categorical data.

Reference no: EM131243322

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