Concepedia

Bayesian Methods for Support Vector Machines: Evidence and Predictive Class Probabilities

Machine Learning · 2002 · 184 citations · 22 references

Open access

Concepts

ComputingComputer ScienceData ScienceData MiningMachine LearningStatistical LearningBayesian InferenceBayesian StatisticsPattern RecognitionProbabilistic Machine LearningStatistical InferenceSupport Vector MachinesBayesian ClassifiersMulticlass Support Vector MachinesNaive Bayes ClassificationProbabilistic Support Vector MachinesSupport Vector ClassificationSupport Vector Machine Classification

References

22

A Tutorial on Support Vector Machines for Pattern Recognition

Christopher J. C. Burges · Data Mining and Knowledge Discovery · 1998 · 16.4K citations

Computing, Computer Science, Data Mining +13

A tutorial on support vector regression

Alex Smola, Bernhard Schölkopf · Statistics and Computing · 2004 · 13K citations

Computing, Computer Science, Data Mining +11

Advances in kernel methods: support vector learning

Bernhard Schölkopf, Christopher J. C. Burges, Alexander J. Smola · 1999 · 5.8K citations

Computing, Computer Science, Data Mining +16

Bayesian Interpolation

David Mackay · Neural Computation · 1992 · 4.4K citations · Full text

Computing, Computer Science, Bayesian Data Analysis +11

A TUTORIAL ON SUPPORT VECTOR MACHINES FOR PATTERN RECOGNITION, DATA MINING AND KNOWLEDGE DISCOVERY

Burger C.J.C. · 1998 · 3.3K citations

Computing, Computer Science, Data Science +12