Fold 2 - Understanding why coefficient 1048738 was selected
Tag: HAIR CARE
Selected Coefficient: 1048738
Taxonomy Path: 13.3.10.2
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Hair Color
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 1048738 | 4.000002 | 13.3.10.2 | 2.10.3.13 (2*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Color | Yes |
| 238693536 | 4.000002 | 13.3.10.10.6 | 6.10.10.3.13 (6*79^4 + 10*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Sprays | No |
| 83 | 5.000000 | 4.1 | 1.4 (79 + 4) | Baby & Toddler > Baby Bathing | No |
| 25216 | 5.000000 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | No |
| 8868708 | 5.000000 | 10.3.78.17 | 17.78.3.10 (17*79^3 + 78*79^2 + 3*79 + 10) | No | |
| 123322160 | 5.000000 | 0.0.10.13.3 | 3.13.10.0.0 (3*79^4 + 13*79^3 + 10*79^2) | No |
These are the training products that have the "HAIR CARE" tag (processing sequence 1617). 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 |
|---|---|---|---|---|---|---|---|
| 3536 | Aussie Uplift Your Hair Hairspray 250ml | 238693536 | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Sprays | none | 237644798 | none | |
| 3101 | Global Soap Shampoo Bars | 123322160 | BATHROOM, CHILDREN, CLEANSE | 122273422 | none | ||
| 3071 | Absolute Essential Argan Oil (Organic) | 8868708 | ACNE, ANTI-INFLAMMATORY, CRADLE CAP, ECZEMA | 7819970 | SCARS, SERUM | ||
| 6466 | Root Touch-up Powder | 1048738 | Health & Beauty > Personal Care > Hair Care > Hair Color | none | 0 | none | |
| 6447 | Pretty in Pink Satin Dust Bag | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | -1023522 | none | |
| 4939 | Redecker 'Whale' Children's Nail Brush | 83 | Baby & Toddler > Baby Bathing | none | -1048655 | PERSONAL CARE, PERTH |