TY  - ADVS
AU  - Witten,I.H.
TI  - Data mining algorithms
T2  - Data mining : fundamentals and latest development
PY  - 2008///
CY  - London
PB  - Henry Stewart Talks
KW  - Data mining
N1  - Animated audio-visual presentations with synchronized narration; Title from title frames; Contents: Simplicity first -- One attribute does all the work -- Complications: missing values -- Overfitting -- Evaluating the result -- Description of the method -- Statistical modeling -- Bayes's rule -- Weather data: probabilities -- Zero frequencies, missing values -- Numeric attributes -- "Naive" statistical model -- Constructing decision trees -- Continuing to split -- Highly-branching attributes -- Overfitting and the need to prune -- Constructing rules -- Rules vs. trees -- General algorithm -- Association rules; Access restricted to subscribers
UR  - http://hstalks.com/lib.php?t=HST53.1829&c=250
UR  - http://hstalks.com/lib.php?t=HST53&c=250
ER  -