Fold 2 - Understanding why coefficient -6940152 was selected
Tag: SKIN CARE
Selected Coefficient: -6940152
Taxonomy Path: -2.2.6.14
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -6940152 | 3.000000 | -2.2.6.14 | -14.6.2.2 (-(14*79^3 + 6*79^2 + 2*79 + 2)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 83 | 3.000000 | 4.1 | 1.4 (79 + 4) | Baby & Toddler > Baby Bathing | No |
| 5492330 | 3.000000 | 13.3.11.11 | 11.11.3.13 (11*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | No |
These are the training products that have the "SKIN CARE" tag (processing sequence 3020). 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 |
|---|---|---|---|---|---|---|---|
| 21136 | Momentous Amp Human PR Lotion | 5492330 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Creams, Lotions & Balms | none | 12432482 | none | |
| 5800 | Baby Balm | 83 | Baby & Toddler > Baby Bathing | none | 6940235 | none | |
| 16642 | Photozyme GFS Plus Night Serum with 1% Retinol Retail | 0 | PHOTOZYME RETAIL | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | |
| 5685 | O'Keeffe's for Healthy Feet Foot Cream, 3.2 oz., Jar | -6940152 | MASKS, SHOES | 0 | none |