Clustering Strategy

• Binary small structural features

  • 157 MACCS-like keys coded in Daylight SMARTS queries

• Learn clusters in the “hits”

• Validate clusters against the entire data set

  • Discrimination or Prediction

• “Good” clusters

  • Whatever makes the molecules in the cluster similar is related to the activity

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