1 / 8

Tree-structured CPDs

Representation. Probabilistic Graphical Models. Local Structure. Tree-structured CPDs. Tree CPD. A. a 0. a 1. S. (0.8,0.2). s 0. s 1. Apply. L. (0.1,0.9). l 0. l 1. Letter. SAT. (0.9,0.1). (0.4,0.6). Job.

edmund
Download Presentation

Tree-structured CPDs

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Representation Probabilistic Graphical Models Local Structure Tree-structured CPDs

  2. Tree CPD A a0 a1 S (0.8,0.2) s0 s1 Apply L (0.1,0.9) l0 l1 Letter SAT (0.9,0.1) (0.4,0.6) Job

  3. Which context-specific independencies are implied by the structure of this CPD? (Mark all that apply.) A a0 a1 S (0.8,0.2) s0 s1 L (0.1,0.9) l0 l1 (0.9,0.1) (0.4,0.6)

  4. Tree CPD C c1 c2 L2 L1 l0 l0 l1 l1 Choice (0.8,0.2) (0.9,0.1) (0.1,0.9) (0.3,0.7) Letter1 Letter2 Job

  5. Which non-context-specific independency is implied by the structure of this CPD? C c1 c2 L L l0 l0 l1 l1 (0.9,0.1) (0.8,0.2) (0.1,0.9) (0.3,0.7) Choice Letter1 Letter2 Job

  6. C c1 c2 L L l0 l0 l1 l1 (0.8,0.2) (0.9,0.1) (0.1,0.9) (0.3,0.7) Choice Letter1 Letter2 Job

  7. Multiplexer CPD . . . Z1 Z2 Zk A Y

  8. Microsoft Troubleshooters # of parameters: 145 to 55

More Related