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

Tags

K Nearest Neighbor, Locally Weighted Learning, Regression