List of datasets in computer vision and image processing
Outline of machine learning
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In machine learning, Platt scaling or Platt calibration is a way of transforming the outputs of a classification model into a probability distribution over classes. The method was invented by John Platt in the context of support vector machines,[1]
replacing an earlier method by Vapnik,
but can be applied to other classification models.[2]
Platt scaling works by fitting a logistic regression model to a classifier's scores.
^Platt, John (1999). "Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods". Advances in Large Margin Classifiers. 10 (3): 61–74.
^Niculescu-Mizil, Alexandru; Caruana, Rich (2005). Predicting good probabilities with supervised learning(PDF). ICML. doi:10.1145/1102351.1102430.
In machine learning, Plattscaling or Platt calibration is a way of transforming the outputs of a classification model into a probability distribution...
non-probabilistic, binary, linear classifier, although methods such as Plattscaling exist to use SVM in a probabilistic classification setting. In addition...
for the FBI attempted to apprehend William Russell Matix and Michael Lee Platt, who were suspected of committing a series of violent crimes in and around...
Look up Platt or plätt in Wiktionary, the free dictionary. Platt may refer to: Platt, Austria Platt, Florida, an unincorporated community in DeSoto County...
membership probabilities. For the binary case, a common approach is to apply Plattscaling, which learns a logistic regression model on the scores. An alternative...
Jeremy Slovak Jerome H. Friedman John D. Lafferty John Platt – invented SMO and Plattscaling Julie Beth Lovins Jürgen Schmidhuber Karl Steinbuch Katia...
States by Microsoft (patent expired September 4, 2019). Kernel trick Plattscaling: turns an SVM into a probability model Tipping, Michael E. (2001). "Sparse...
quantifying primary production by phytoplankton at various scales of space and time in the ocean. Platt was born in Salford, England in 1942 and received his...
feature directorial debuts from a screenplay by Gordon, Lieberman, Ben Platt, and Noah Galvin. A feature-length adaptation of the 2020 short film of...
Platt Fields Park is a large public park in Fallowfield, Manchester, England which is home to Platt Hall. Fallowfield lies to the south and Wilmslow Road...
as a Fellow of the American Statistical Association. The development of scaling theory by Louis Guttman and Clyde Coombs has been recognized by Science...
chance to be heard. The character of Evan was originated on stage by Ben Platt, who won the Tony Award for Best Actor for his performance and reprised...
Stairs are a structure designed to bridge a large vertical distance between lower and higher levels by dividing it into smaller vertical distances. This...
earlier work in scaling analysis produced what has become to be known as the Guttman scale. Later, searching for a more flexible scaling scheme, Guttman...
distance or even geodesic distance. Local Multidimensional Scaling performs multidimensional scaling in local regions, and then uses convex optimization to...