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ML
2007
ACM
130views Machine Learning» more  ML 2007»
13 years 7 months ago
A note on Platt's probabilistic outputs for support vector machines
Platt’s probabilistic outputs for Support Vector Machines (Platt, 2000) has been popular for applications that require posterior class probabilities. In this note, we propose an ...
Hsuan-Tien Lin, Chih-Jen Lin, Ruby C. Weng
ECTEL
2007
Springer
14 years 1 months ago
Supporting Incremental Formalization in Collaborative Learning Environments
Nikos I. Karacapilidis, Manolis Tzagarakis
PRL
2006
114views more  PRL 2006»
13 years 7 months ago
Incremental training of support vector machines using hyperspheres
In the conventional incremental training of support vector machines, candidates for support vectors tend to be deleted if the separating hyperplane rotates as the training data ar...
Shinya Katagiri, Shigeo Abe