منابع مشابه
Picking Your Brains: A DSS for Neurosurgery
This research involves the construction of a decision support system (DSS) to assist clinical managers in costing and contracting in the new internal market for neurosurgery in the UK National Health Service. The research requires the use of a novel method to collect detailed patient costing data. This data is used to build up profiles of 'similar' patients for contracting purposes using cluste...
متن کاملPicking your party online - An investigation of Ireland's first online voting advice application
Disclaimer/Complaints regulations If you believe that digital publication of certain material infringes any of your rights or (privacy) interests, please let the Library know, stating your reasons. In case of a legitimate complaint, the Library will make the material inaccessible and/or remove it from the website. Please Ask the Library: http://uba.uva.nl/en/contact, or a letter to: Library of ...
متن کاملVC dimension of ellipsoids
We will establish that the vc dimension of the class of d-dimensional ellipsoids is (d +3d)/2, and that maximum likelihood estimate with N -component d-dimensional Gaussian mixture models induces a geometric class having vc dimension at least N(d + 3d)/2.
متن کاملLeanability with VC-dimensions
By the above definitions we know, ΠF (n) ≤ |F| ΠF (n) ≤ |2| Definition 1.2 (Shattering). A hypothesis class F shatters a finite set S ⊂ X , iff |SF (S)| = 2|S| In an informal language, shattering means that you have to be able to separate all +/labelings of the same set of points, given the function class. We want to bound Rademacher average using a function of VC-dimension. Lemma 1.1. Let F be...
متن کاملPicking a Pooling
We introduce a concept we call “mutual metainformation” as a criterion for determining the maximum statistically significant number of clusters in distributional clustering problems. In distributional clustering, one has data drawn from an ensemble of probability distributions and seeks to group similar distributions together. We focus on the case of multinomials, such as a set of biased coins ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Nature Biotechnology
سال: 1999
ISSN: 1087-0156,1546-1696
DOI: 10.1038/4636