The Research Mining Technology

Wednesday, 3 October 2012

Sample applications of outlier detection

Fraud detection Purchasing behavior of a credit card owner usually changes when the card is stolen. Abnormal buying patterns can characterize credit card abuse Medicine Unusual symptoms or test results may indicate potential health problems of a patient Whether a particular test result is abnormal may depend on other characteristics of the patients...
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Tuesday, 2 October 2012

Types of Outliers

An important aspect of an outlier detection technique is the nature of the desired outlier. Outliers can be classified into following three categories: Point Outliers Contextual Outliers Collective Outliers. Point Outliers:If an individual data instance can be considered...
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introduction and applications of outliers

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Monday, 1 October 2012

Glossary of data mining

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Mahalanobis Distance using R code

Mahalanobis distance is one of the standardized distance measure in statistics. It is a unit less distance measure introduced by P. C. Mah...

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