Fold 0 - Understanding why coefficient 123322410 was selected
Tag: FEED-AGEGROUP-ADULT
Selected Coefficient: 123322410
Taxonomy Path: 13.3.10.13.3
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 123322410 | 2.000002 | 13.3.10.13.3 | 3.13.10.3.13 (3*79^4 + 13*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | Yes |
| 62660 | 2.000004 | 13.3.10 | 10.3.13 (10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care | No |
| -112974742 | 4.000000 | -2.2.11.71.2 | -2.71.11.2.2 (-(2*79^4 + 71*79^3 + 11*79^2 + 2*79 + 2)) | No | |
| 4025525 | 4.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "FEED-AGEGROUP-ADULT" tag (processing sequence 1365). 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 |
|---|---|---|---|---|---|---|---|
| 11768 | Dollylocks - Liquid Dreadlocks Shampoo - Tea Tree Spearmint (16oz/473ml) | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none | |
| 11778 | DreadLab - Liquid Dreadlocks Shampoo (250ml) Residue Free | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 0 | none | |
| 11777 | DreadLab - Logo T-Shirt Organic Certified | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -119296885 | none | |
| 11776 | DreadLab - Pre-Stretched Braid Hair Single Tone (26"/ 65cm) | 62660 | Health & Beauty > Personal Care > Hair Care | none | -123259750 | none | |
| 8156 | ADAPT Seamless Sports Bra / Black | -112974742 | SMALL, XS, COLOR_BLACK | -236297152 | LARGE |