The probability of each disease type given the presence or absence of symptoms is:
| d1 | d2 | d3 | |
| ++ | 0.700 | 0.132 | 0.168 |
| +- | 0.076 | 0.033 | 0.891 |
| -+ | 0.357 | 0.605 | 0.038 |
| -- | 0.098 | 0.405 | 0.497 |
Here is what a dump of the Bayes object looks:
Bayes Object
(
[m] => 3
[n] => 4
[row_labels] => Array
(
[0] => ++
[1] => +-
[2] => -+
[3] => --
)
[column_labels] => Array
(
[0] => d1
[1] => d2
[2] => d3
)
[priors] => Array
(
[0] => 0.322
[1] => 0.214
[2] => 0.464
)
[likelihoods] => Array
(
[0] => Array
(
[0] => 0.656
[1] => 0.094
[2] => 0.219
[3] => 0.031
)
[1] => Array
(
[0] => 0.186
[1] => 0.062
[2] => 0.559
[3] => 0.193
)
[2] => Array
(
[0] => 0.109
[1] => 0.766
[2] => 0.016
[3] => 0.109
)
)
[posterior] => Array
(
[0] => Array
(
[0] => 0.70034348765964
[1] => 0.13197087649033
[2] => 0.16768563585003
)
[1] => Array
(
[0] => 0.075867254862643
[1] => 0.033256466813716
[2] => 0.89087627832364
)
[2] => Array
(
[0] => 0.35693027210884
[1] => 0.60549279235504
[2] => 0.037576935536119
)
[3] => Array
(
[0] => 0.097997251129001
[1] => 0.40547810720597
[2] => 0.49652464166503
)
)
[evidence] => Array
(
[0] => 0.301612
[1] => 0.39896
[2] => 0.197568
[3] => 0.10186
)
)