Fold 3 - Understanding why coefficient -530645 was selected
Tag: TREE
Selected Coefficient: -530645
Taxonomy Path: -2.2.6.1
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? |
|---|---|---|---|---|---|
| -530645 | 2.000000 | -2.2.6.1 | -1.6.2.2 (-(493039 + 6*79^2 + 2*79 + 2)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 243642899 | 2.000000 | 26.6.13.20.6 | 6.20.13.6.26 (6*79^4 + 20*79^3 + 13*79^2 + 6*79 + 26) | No |
These are the training products that have the "TREE" tag (processing sequence 4079). 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 |
|---|---|---|---|---|---|---|---|
| 19765 | Deep Breath Salve | 243642899 | ROSEMARY | 244173544 | SALVES | ||
| 19818 | Holographic Echinacea Sticker | 0 | STICKER, MERCHANDISE | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | |
| 17636 | Christmas Collage Dog Bandana | -530645 | TIE ON, DOG BANDANA | 0 | none |