Vizier
Artur Dubrawski, Mike Duggan, Mary Soon Lee, Andrew Moore, Jeff Schneider, David Stott
Point of contact: Andrew Moore
Software Information
Description
Vizier was written in the mid-90's and was a combination of fast algorithms for the following operations, with a Graphical User Interface driver for Windows:
- K Nearest neighbor classification
- K Nearest neighbor regression
- Kernel regression (aka Shepherd's Interpolation)
- Kernel classification
- Locally weighted linear regression
- Locally weighted polynomial regression
- Locally weighted Bayesian polynomial regression
- Automatic determination of best model and distance metric