A Bayesian Method for the Induction of Probabilistic Networks from Data ... that describes potential problems with anaesthesia in the operating room, the ...
... apply a statistical test (e.g., chi-square) to estimate whether expanding or ... problem extensively studied by statisticians and machine learning researchers ...
Mining single-dimensional Boolean association rules from transactional databases ... people who purchase tires and auto accessories also get automotive services done ...
(based on notes by Jiawei Han and Micheline Kamber and on notes by Christos Faloutsos) ... plus a label attribute) find rules, to predict the label for newcomers ...
... and a set of query points) the equation below is satisfied then NN is not useful. ... The data distribution and query distribution are IID in all dimensions ...
Traditional clustering techniques either favor clusters with spherical shapes ... Scattered points approach alleviates shortcomings of dave and dmin. ...
(based on notes by Jiawei Han and Micheline Kamber and on ... R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2ed., Wiley-Interscience, 2000 ...