Fold 2 - Understanding why coefficient -3445510 was selected
Tag: HOLLY
Selected Coefficient: -3445510
Taxonomy Path: -14.12.2.6
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -3445510 | 2.000000 | -14.12.2.6 | -6.2.12.14 (-(6*83^3 + 2*83^2 + 12*83 + 14)) | Yes | |
| -613289 | 2.000000 | -2.2.6.1 | -1.6.2.2 (-(571787 + 6*83^2 + 2*83 + 2)) | No | |
| 186 | 2.000000 | 20.2 | 2.20 (2*83 + 20) | No |
These are the training products that have the "HOLLY" tag (processing sequence 6235). 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 |
|---|---|---|---|---|---|---|---|
| 29619 | Hark the Herald Angels Sing - Donkey Christmas Greetings Card (White) | 186 | none | 3445696 | none | ||
| 17636 | Christmas Collage Dog Bandana | -613289 | TIE ON, DOG BANDANA | 2832221 | SANTA CLAUS, TREE | ||
| 32532 | Variegated Holly - Artificial Garden Screen | -3445510 | BUSHY, BACKDROP | 0 | none |