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Local Lazy Regression: Making Use of the Neighborhood to Improve QSAR Predictions

✍ Scribed by Guha, Rajarshi; Dutta, Debojyoti; Jurs, Peter C.; Chen, Ting


Book ID
118026496
Publisher
American Chemical Society
Year
2006
Tongue
English
Weight
321 KB
Volume
46
Category
Article
ISSN
0095-2338

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## Abstract In the quantitative structure‐activity relationship (QSAR) study, local lazy regression (LLR) can predict the activity of a query molecule by using the information of its local neighborhood without need to produce QSAR models __a priori__. When a prediction is required for a query compo