Fold 2 - Understanding why coefficient -474583210 was selected
Tag: TREE
Selected Coefficient: -474583210
Taxonomy Path: -0.0.0.0.10
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? |
|---|---|---|---|---|---|
| -474583210 | 1.012048 | -0.0.0.0.10 | -10.0.0.0.0 (-(10*83^4)) | Yes | |
| 5111804 | 1.012048 | 0.2.78.8 | 8.78.2.0 (8*83^3 + 78*83^2 + 2*83) | No | |
| 10926880 | 2.000000 | 13.11.9.19 | 19.9.11.13 (19*83^3 + 9*83^2 + 11*83 + 13) | No |
These are the training products that have the "TREE" tag (processing sequence 6312). 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 |
|---|---|---|---|---|---|---|---|
| 17636 | Christmas Collage Dog Bandana | 10926880 | TIE ON, DOG BANDANA, HOLLY, SANTA CLAUS | 485510090 | none | ||
| 19765 | Deep Breath Salve | 5111804 | KIDS PAGE | 479695014 | SALVES | ||
| 19818 | Holographic Echinacea Sticker | -474583210 | STICKER | 0 | none |