Current Slide

Small screen detected. You are viewing the mobile version of SlideWiki. If you wish to edit slides you will need to use a larger device.

Enhancements to Basic Decision Tree Induction

  • Allow for continuous-valued attributes
    • Dynamically define new discrete-valued attributes that partition the continuous attribute value into a discrete set of intervals
  • Handle missing attribute values
    • Assign the most common value of the attribute
    • Assign probability to each of the possible values
  • Attribute construction
    • Create new attributes based on existing ones that are sparsely represented
    • This reduces fragmentation, repetition, and replication

Speaker notes:

Content Tools


There are currently no sources for this slide.