Thursday, September 6, 2012

Estimating Class Membership Probabilities using Classifier Learners

http://hunch.net/~jl/projects/reductions/probing/aistat_real_final/aistat_final.pdfhttp://hunch.net/~jl/projects/reductions/probing/aistat_real_final/aistat_final.pdf

Probabilistic answers instead of discrete labels.

E.g. bagging, margin sigmoid, direct prediction

Probing Reduction

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