Errata

pg 74, Table 3.4: $\mathbf{e}_{22}$ should be $\mathbf{e}_{12}$

pg 208, Algorithm 7.2, line 7: in the denominator $\sum_{i=1}^d \lambda_i$ should be $\sum_{i=1}^n \lambda_i$

pg 230, fig 8.5: nodes labeled AC, CD and BCD should be shaded gray

pg 232, fig 8.6: nodes labeled AC, CD and BCD should be shaded gray

pg 264, Algorithm 10.1, line 7: $\mathbf{s} \in {\mathcal{C}}^{(k)}$ should be $\mathbf{r} \in {\mathcal{C}}^{(k)}$

pg 264, Algorithm 10.1, line 9: remove $\mathbf{s}$ from ${\mathcal{C}}^{(k)}$ should be remove $\mathbf{r}$ from ${\mathcal{C}}^{(k)}$

pg 265, fig 10.2: nodes labeled C, AT, GT, TA, TG, AAA, AGA and AGG should be shaded gray. Also, extensions of an infrequent pattern are not shown.

pg 270, fig 10.4, part (f): label on the edge to leaf (1,5) should be $T$$

pg 311, table 12.11: conv should be $\infty$ for row 1, since conf is 1

pg 311, table 12.12: conv should be $\infty$ for rows 1 and 3, since conf is 1

pg 317, Nonredundant Rules, Line 3: after $sup(R)=sup(R')$ add provided that $sup(W)=sup(X)$.

pg 347, Example 13.4, Line 7: $P(C_2)$ should be $P(C_1)$

pg 359, section on "Maximization Step", line 5: $\ln E[P(\mathbf{D}|\mathbf{\theta})]$ should be $E[\ln P(\mathbf{D}|\mathbf{\theta})]$

pg 360, line 6 and line 15: $\ln E[P(\mathbf{D}|\mathbf{\theta})]$ should be $E[\ln P(\mathbf{D}|\mathbf{\theta})]$

pg 395, last line: the weightedadjacency should be the weighted adjacency

pg 420, Line 10: A strongly connectedcomponent in a directed graph is defined a should be A strongly connected component in a directed graph is defined as a

pg 434, contingency table: $n=100$ should be $n=150$

pg 465, Q3, line 3: delete the entire line that reads: $\mathcal{T}$ is completely determined by $\mathcal{C}$

pg 478, 2nd last line: $\mathbf{e}_j r_j$ should be $\mathbf{e}_{j{r_j}}$

pg 537, line 6: $(1,1.41,2.83,1,2,2.83)^T$ should be $(1,1.41,2.83,1,4,2.83)^T$

pg 549, eq 22.7: $\frac{1}{k} \sum_{i=1}^r F_i$ should be $\frac{1}{k} \sum_{i=1}^k F_i$

pg 559, Random Classifier, Line 2: To see this think should be To see this, think

pg 565, Example 22.9, Line 5: is he significance level should be is the significance level

pg 600, last line: matrix withi should be matrix with

pg 630, line 5: 0.54 should be 0.56

pg 645, Example 25.2, line 8: Next, we we should be Next, we