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TABLE 2.1 System Components
TABLE 3.1 Examples of ASRS Basis Vectors
TABLE 4.1 Text Data
TABLE 4.2 Accuracy for LDA and DLDA with k = c
TABLE 4.3 Running Time (Seconds) of Std DLDA and Fast DLDA with k = c
TABLE 4.4 Accuracy for Different Classification Algorithms with Different Choices of k
TABLE 4.5 Accuracy from Fast LDA and Logistic Regression Together with Different Choices of k
TABLE 4.6 Extracted Topics Using Fast DLDA from ASRS Database
TABLE 4.7 Top-Ranked Topics in Each Class
TABLE 4.8 Classification Performance from Fast DLDA and LDA+SVM
TABLE 5.1 Categorization of Prognostic Metrics Based on End Usage
TABLE 7.1 Canonical Representations of Commonly Used Exponential Family Distributions
TABLE 7.2 Prior Distributions ...