BN semantics
n
Compact & natural representation:
n
nodes have
£
k
parents
Þ
2
k
n
vs.
2
n
params
n
parameters natural and easy to elicit
conditional
independencies
in BN structure
+
local
probability
models
full joint
distribution
over domain
=
L
G
S
I
D