Classification Efficiency of Multinomial Logistic Regression Relative to Ordinal Logistic Regression
多项逻辑回归相对于有序逻辑回归的分类效率
Classification procedures are useful for the prediction of a response (or outcome) as a result of knowledge of the levels of one or more independent (or predictor) variables. The procedure is said to classify the (possibly multivariate) observation to a level of the response variable. An example might be the prediction of whether an individual will be well, suffer a nonfatal heart attack, or suffer a fatal heart attack. This prediction might be made on the basis of the…