1. 一般的写法
$$
P(Y=c_k|X=x)=\frac{P(Y=c_k)\prod_{j}P(X^{(j)}=x^{(j)}|Y=c_k)}{\sum_{k}P(Y=c_k)\prod_{j}P(X^{(j)}=x^{(j)}|Y=c_k)}
$$
效果展示为:
P
(
Y
=
c
k
∣
X
=
x
)
=
P
(
Y
=
c
k
)
∏
j
P
(
X
(
j
)
=
x
(
j
)
∣
Y
=
c
k
)
∑
k
P
(
Y
=
c
k
)
∏
j
P
(
X
(
j
)
=
x
(
j
)
∣
Y
=
c
k
)
P(Y=c_k|X=x)=\frac{P(Y=c_k)\prod_{j}P(X^{(j)}=x^{(j)}|Y=c_k)}{\sum_{k}P(Y=c_k)\prod_{j}P(X^{(j)}=x^{(j)}|Y=c_k)}
P(Y=ck∣X=x)=∑kP(Y=ck)∏jP(X(j)=x(j)∣Y=ck)P(Y=ck)∏jP(X(j)=x(j)∣Y=ck)
我们可以看到,
∏
\prod
∏的下标的位置不在正下方。
2. 解决方法,加\limits_{}
代码为:
$$
P(Y=c_k|X=x)=\frac{P(Y=c_k)\prod \limits_{j}P(X^{(j)}=x^{(j)}|Y=c_k)}{\sum \limits_{k}P(Y=c_k)\prod \limits_{j}P(X^{(j)}=x^{(j)}|Y=c_k)}
$$
效果展示为:
P
(
Y
=
c
k
∣
X
=
x
)
=
P
(
Y
=
c
k
)
∏
j
P
(
X
(
j
)
=
x
(
j
)
∣
Y
=
c
k
)
∑
k
P
(
Y
=
c
k
)
∏
j
P
(
X
(
j
)
=
x
(
j
)
∣
Y
=
c
k
)
P(Y=c_k|X=x)=\frac{P(Y=c_k)\prod \limits_{j}P(X^{(j)}=x^{(j)}|Y=c_k)}{\sum \limits_{k}P(Y=c_k)\prod \limits_{j}P(X^{(j)}=x^{(j)}|Y=c_k)}
P(Y=ck∣X=x)=k∑P(Y=ck)j∏P(X(j)=x(j)∣Y=ck)P(Y=ck)j∏P(X(j)=x(j)∣Y=ck)