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Statistical outlier detection using direct density ratio estimation

โœ Scribed by Shohei Hido; Yuta Tsuboi; Hisashi Kashima; Masashi Sugiyama; Takafumi Kanamori


Book ID
106280488
Publisher
Springer-Verlag
Year
2010
Tongue
English
Weight
938 KB
Volume
26
Category
Article
ISSN
0219-1377

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Nonparametric estimates of joint, conditional and marginal probability densities can be used to estimate the relative probability of a data point's recurrence. Outlier, unusual or abnormal values of a random variate tend to be those which are unlikely to recur. As part of an interactive graphical sy