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The formula for information gain is: where H(Class) is the entropy of the class variable, and H(Class|Feature) is the conditional entropy of the class variable, given the feature.
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"I really think Clintonism or the third way is the formula for the information age," he said, arguing that Mr. Clinton's ideas never got a fair test because of the Lewinsky scandal.
The term "plugin estimator" is used in the standard statistical sense: we simply substitute our estimated values for the distribution into the formula for mutual information, rather than construct an estimator by other means such as maximum likelihood.
This leads to the well-known formula for the information content of a standard PWM to be where p kb is the probability of seeing base b at the k'th position of the PWM and q b is the probability of base b in the background distribution.
The second information-theoretic tool we applied was a formula for an information-theoretic distance between networks.
(Recall Shannon's formula for entropy).
Statistical pooling (please see additional file 1: appendix statistical formulae for further information) If fixed effect pooling can be used, pooled proportions are the average of all individual study results, weighted for the sample sizes.
On Monday, Representative Edward J. Markey, Democrat of Massachusetts, sent a letter to Ms. Jackson at the E.P.A. demanding details of the formula for Corexit products and information about any testing that had been carried out on the chemicals.
To compute p (d n | … ) for new clusters, we must also marginalize over formulas: see the Supplementary document for information.
Ebbinhaus' quarry was the recipe for a perfect memory -- or at least for the formula for most efficiently learning new information.
The Mayor and the city will now be required to share funding formulas and information for individual schools.
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