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FEAST v2.0.0

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@Craigacp Craigacp released this 07 Jan 23:35
· 11 commits to master since this release
v2.0.0
88e2cf2

Major refactoring of FEAST to improve speed and portability.

  • FEAST now clones the input data if it's floating point and discretises it to unsigned ints once in a single pass. This improves the speed by about 30%.
  • FEAST now has unsigned int entry points which avoid this discretisation and are much faster if the data is already categorical.
  • Added weighted feature selection algorithms to FEAST which can be used for cost-sensitive feature selection.
  • Added a Java API using JNI.
  • FEAST now returns the internal score for each feature according to the criterion. Available in all three APIs.
  • Rearranged the repository to make it easier to work with. Header files are now in include, source in src, the MATLAB API is in matlab/ and the Java API is in java/.
  • FEAST now compiles cleanly using -std=c89 -Wall -Werror.
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