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help with choosing a DM method

1004384Apr 21 2013 — edited Apr 21 2013

Hi everybody,

I'm a student using Oracle for a data mining project, and i'm wondering if you can assist me with picking the right DM method for my data set. I'm doing an electricity consumption prediction and i have a data set of electricity load by the hour for 4 years , temperature data for these years , and weights for certain hours. taking in ming these dimensions, which method would you recommend?

THanks in advance.

981516

hi
you have missing value in weight. if it is low you can replace with values in transform in ODM.
if you have consuming field you can use prediction method and because of type of it(real) regression or neural network suggest.
I think if you can use time series model specially ARCH or GHARCH models, your result will better but ODM and many other tools don't have it.

Mark Kelly-Oracle

FYI.
If you are interested in time series, that is indeed included in the Oracle Advanced Analtyics option. The option includes both Data Mining (ODM) and Oracle R Enterprise. Oracle R includes time series. At some point, you will also be able to run Oracle R scripts within Data Miner. See link below for more info on R/Timeseries.
Thanks, Mark
http://www.oracle.com/technetwork/database/options/advanced-analytics/r-enterprise/index.html

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Data Science & Machine Learning

help with choosing a DM method

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