In order to overcome the limitation of the existing schemes, new methods of feature selection are proposed for sentiment analysis of Twitter data based on Naive
Bayes algorithm.
Tsurumi (1996), "ARMA-GARCH Models:
Bayes Estimation versus MLE, and
Bayes Non-stationarity Test," Working Paper No.
Being relatively robust, easy to implement, fast, and accurate, naive
Bayes classifiers are used in many different fields.
According to the definition formula of
Bayes risk function in reference [31], total transportation loss Z
Bayes risk function of the disaster area is as follows:
To evaluate the performance of Naive
Bayes classifier and ensemble methods, three datasets were obtained as shown in Table 1.
A
Bayes factor of 3 was set as the criterion for significant or acceptable evidence for the alternative model or for the null model.
The
Bayes estimates and
Bayes posterior risk for the parameters are obtained under four loss functions using informative and Non-informative priors.
You are more likely to make the most accurate predictions if you think like
Bayes.
The
Bayes estimator of, say, a, which is denoted by [[?
Naive
Bayes classification has been demonstrated to be superior to several other classification methods when applied specifically to medical data (Al-Aidaroos, Bakar, & Othman, 2012).
The
Bayes formula can be obtained from the complete probability formula
Greg Munn will be based in New York, Howard Meizer in London while Jonathan
Bayes will take charge the Cash Equities division in Asia.
