Dynamic Ensemble Selection

The deslib.des provides a set of key dynamic ensemble selection algorithms (DES). DES techniques by default selects all base classifiers that attain a certain competence level.

• DES class
• META-DES
• DES Clustering
• DES-P
• DES-KNN
• KNOP
• KNORA-E
• KNORA-U
• Probabilistic
  • Randomized Reference Classifier (RRC)
  • DES-KL
  • DES-Minimum Difference
  • DES-Exponential
  • DES-Logarithmic