Advances, Systems and Applications
Table 1 Lookup table for the probabilistic models and corresponding algorithms
Note | Model | Prior | Trained Model | Transformed | Classifier |
|---|---|---|---|---|---|
Probability | \(p(\mathbf {T}|\mathbf {C})\) | \(p(\mathbf {C})\) | \(p(\mathbf {C}|\mathbf {T})\) | \(p(\mathbf {Q}|\mathbf {C})\) | \(p(\mathbf {C}|\mathbf {Q})\) |
Algorithm | \(\mathtt {tf}(\mathbf {S},\mathbf {C})\) | \(\mathtt {idf}(\mathbf {S},\mathbf {C})\) | \(\mathtt {tfidf}(\mathbf {S},\mathbf {C})\) | \(\mathtt {tf}(\mathbf {Q},\mathbf {C})\) | \(\mathtt {CosSim}(\mathbf {Q},\mathbf {C})\) |