Fold 1 - Understanding why coefficient 45422248 was selected
Tag: HAIR CARE
Selected Coefficient: 45422248
Taxonomy Path: 13.3.10.13.1
Taxonomy Name: Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners
Products with this tag: 10
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 45422248 | 5.000006 | 13.3.10.13.1 | 1.13.10.3.13 (38950081 + 13*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | Yes |
| 6965206 | 5.000008 | 13.3.10.14 | 14.10.3.13 (14*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Treatments | No |
| 160793374 | 5.000008 | 13.3.10.10.4 | 4.10.10.3.13 (4*79^4 + 10*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Pomades & Waxes | No |
| 1048738 | 5.000008 | 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 | No |
| 0 | 8.000160 | 0 | 0 (0) | No | |
| 123322160 | 8.000160 | 0.0.10.13.3 | 3.13.10.0.0 (3*79^4 + 13*79^3 + 10*79^2) | No | |
| 12187375029 | 9.000000 | 78.1.70.70.75.3 | 3.75.70.70.1.78 (3*79^5 + 75*79^4 + 70*79^3 + 70*79^2 + 79 + 78) | No | |
| 83 | 9.000000 | 4.1 | 1.4 (79 + 4) | Baby & Toddler > Baby Bathing | No |
| 25216 | 9.000000 | 15.3.4 | 4.3.15 (4*79^2 + 3*79 + 15) | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | No |
These are the training products that have the "HAIR CARE" tag (processing sequence 1618). 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 |
|---|---|---|---|---|---|---|---|
| 3071 | Absolute Essential Argan Oil (Organic) | 12187375029 | SERUM, ACNE, ANTI-AGEING, ANTI-INFLAMMATORY, BODY OIL, CARRIER OIL, CRADLE CAP, ECZEMA | 12141952781 | NAPPY RASH, SCARS | ||
| 3635 | Woodys For Men Headwax 56.7g Natural Beeswax | 160793374 | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Pomades & Waxes | none | 115371126 | none | |
| 3101 | Global Soap Shampoo Bars | 123322160 | BABIES, BATHROOM, CHILDREN | 77899912 | none | ||
| 3097 | Global Soap Conditioner Bars | 45422248 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | 0 | none | |
| 3634 | Wella Enrich Moisturising Conditioner for Fine to Normal Hair, 200 ml | 45422248 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Conditioners | none | 0 | none | |
| 3618 | TRESemme Botanique Nourish & Replenish Hydrating Mist Coconut Milk Aloe Vera 125 | 6965206 | Health & Beauty > Personal Care > Hair Care > Hair Treatments | none | -38457042 | none | |
| 6466 | Root Touch-up Powder | 1048738 | Health & Beauty > Personal Care > Hair Care > Hair Color | none | -44373510 | none | |
| 6447 | Pretty in Pink Satin Dust Bag | 25216 | Luggage & Bags > Cosmetic & Toiletry Bags > Toiletry Bags | none | -45397032 | none | |
| 4939 | Redecker 'Whale' Children's Nail Brush | 83 | Baby & Toddler > Baby Bathing | none | -45422165 | PERSONAL CARE, PERTH | |
| 3063 | Dr Mercola Black Seed Oil (Organic) | 0 | ADAPTOGENIC, ALLERGIES | -45422248 | HORMONE BALANCE, IMMUNE, JOINT FUNCTION, RECOVERY, WELL-BEING, WELLNESS |