Naïve Bayes Classifier
n
Calculate most probable function value
V
map
= argmax P(v
j
| a
1
,a
2
, … , a
n
)
= argmax P(a
1
,a
2
, … , a
n
| v
j
) P(v
j
)
P(a
1
,a
2
, … , a
n
)
= argmax P(a
1
,a
2
, … , a
n
| v
j
) P(v
j
)
Naïve assumption: P(a
1
,a
2
, … , a
n
) = P(a
1
)P(a
2
) …
P(a
n
)