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ThereforethepredictionfunctionisgivenbyfPqp wPwwqb5SubstitutingEquation5intoEquation3weobtainthefollowingoptimisationproblemwhichwecallellipsoidalmultipleinstancelearningeMILminwb

Thereforethepredictionfunctionisgivenbyf(P;q)=p wPw+wq+b:(5)SubstitutingEquation(5)intoEquation(3)weobtainthefollowingoptimisationproblem whichwecallel-lipsoidalmultipleinstancelearning(eMIL).minw;b

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