Fold 0 - Understanding why coefficient 143794 was selected
Tag: PERSONALIZED SIGN
Selected Coefficient: 143794
Taxonomy Path: 14.3.23
Taxonomy Name: Home & Garden > Decor > Decorative Plaques
Products with this tag: 3
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 143794 | 1.000000 | 14.3.23 | 23.3.14 (23*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Plaques | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "PERSONALIZED SIGN" tag (processing sequence 2453). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 9657 | Personalized Gnome Sign, Buffalo Plaid Truck Gnome Fall Metal Sign, Round Gnome Signs, Autumn Pumpkin Patch Fall Gnome Decor Custom 7-FAL009 | 143794 | Home & Garden > Decor > Decorative Plaques | none | 0 | none | |
| 17603 | Kindly Remove Your Shoes Sign, Kindly Remove Your Shoes Plaque, Welcome Sign, Welcome Plaque, Remove Your Shoes Slate Plaque, Slate Plaque | 143794 | Home & Garden > Decor > Decorative Plaques | none | 0 | none | |
| 9705 | Robotics Engineering Sign, Robotics Engineering Gift, Robotics Engineering Sign, Engineer Decor, Engineer Graduation Gift Q-SSO021 | 0 | METAL SIGN | -143794 | none |