0.0

0.2

AUROC Score 0.4 0.6 0.8 1.0

0 1 Mean Num. of Changes 2 0.0 0.2 AUPRC Score 0.4 0.6 0.8 1.0 0 1 Mean Num. of Changes 2 0.0 0.2 TPFP5 Score 0.4 0.6 0.8 1.0 0 1 Mean Num. of Changes 2

HetDBN-0 HetDBN-GI
Posterior Probability 0.4 0.6 0.8 0.0 0
0.8

HetDBN-SI
0.95

Mean AUROC Score

0.9

0.85

0.2

1.0

1

10

20

30 40 CP Position

50

60

0.75 -1

0

1

2

3

4

5

6

Mean Number of Changes Between Segments

0 0

Regression Parameter Difference 10 20 30 40 50

10

20

30 40 Timepoints

50

60