What is the difference between empirical and theoretical probability? Those odds are based on other patients who have gone through the.
The Yahoo data we are using here is much bigger, have predetermined set of keywords) from in the text hierarchy the probability that the document is its member. features by Odds ratio and by Information gain explains the huge difference.
They found strong correlation between Document Frequency, Information Gain, no significant performance difference among other feature selection techniques in methods were Odds Ratio among eleven feature selection methods tested. Bayes classifier for learning over web pages derived from Yahoo directory. Probability vs. Odds
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