Fold 3 - Understanding why coefficient 96708 was selected
Tag: BATH AND BEAUTY
Selected Coefficient: 96708
Taxonomy Path: 13.3.14
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 96708 | 2.000290 | 13.3.14 | 14.3.13 (14*83^2 + 3*83 + 13) | Yes | |
| 76041 | 2.000435 | 13.3.11 | 11.3.13 (11*83^2 + 3*83 + 13) | No | |
| 675384 | 2.000435 | 13.3.15.1 | 1.15.3.13 (571787 + 15*83^2 + 3*83 + 13) | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "BATH AND BEAUTY" tag (processing sequence 6087). 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 |
|---|---|---|---|---|---|---|---|
| 17753 | Luxe Satin Sleeping Mask - Berry | 675384 | Health & Beauty > Personal Care > Sleeping Aids > Eye Masks | none | 578676 | none | |
| 18135 | Face Scrubber Holder | 96708 | none | 0 | none | ||
| 18145 | Shower Caddy for Boys | 96708 | none | 0 | none | ||
| 18098 | You're a Star Bath Bomb | 76041 | none | -20667 | GENDER_UNISEX | ||
| 17788 | Beauty Case - Flower Bloom | 0 | BAGS AND TOTES | -96708 | none | ||
| 18070 | Make Up Bag - Vogue | 0 | BAGS AND TOTES | -96708 | none |