Semi supervised learning - AshokBhat/ml GitHub Wiki

Semi-supervised

FAQ

• Is the data labeled?

  • Partially
  • Some data is labeled but most of it is unlabeled and a mixture of supervised and unsupervised techniques can be used.

• Why is it useful?

  • Improved learning when unlabeled data, when used in conjunction with a small amount of labeled data.
  • Acquisition of labeled data is expensive

See also

• [Supervised Learning]] ](/AshokBhat/ml/wiki/[[Unsupervised-Learning) | Reinforcement learning