Likely answer edit

Supervised vs. unsupervised — side-by-side comparison.

  Supervised Unsupervised
Typical algorithm Maximum Likelihood ISODATA
A priori knowledge Required (training sites) Not required
Control More user control More computer-automated
  • Classic trade-off: unsupervised is quick and reveals natural groupings; supervised is more accurate when you have good training data.