Fold 4 - Understanding why coefficient 124820 was selected
Tag: ECZEMA SOAP
Selected Coefficient: 124820
Taxonomy Path: 0.0.20
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 124820 | 3.000000 | 0.0.20 | 20.0.0 (20*79^2) | Yes | |
| 250 | 3.000160 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
| 123322410 | 3.000320 | 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 | No |
These are the training products that have the "ECZEMA SOAP" tag (processing sequence 1278). 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 |
|---|---|---|---|---|---|---|---|
| 6914 | 20% Pine Tar Soap with Tallow | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 123197590 | NATURAL SKINCARE/BATH PRODUCTS | |
| 11469 | Chinese Herbal Eczema Bundle | 124820 | BALM & OIL | 0 | NATURAL SKINCARE/BATH PRODUCTS, NATURAL SKINCARE/STARTER KITS & GIFTS | ||
| 11470 | Tallow Skincare Bundle | 124820 | BALM & OIL | 0 | NATURAL SKINCARE/BATH PRODUCTS, NATURAL SKINCARE/STARTER KITS & GIFTS | ||
| 11495 | Eczema Face Moisturizer & Cleanser Kit | 124820 | BALM & OIL | 0 | GIFT SETS, NATURAL SKINCARE/STARTER KITS & GIFTS | ||
| 6917 | Emily Skin Soothers - Soap for Eczema with Chinese Herbs | 250 | Health & Beauty > Personal Care | none | -124570 | NATURAL SKINCARE/BATH PRODUCTS | |
| 11474 | Coconut and Sunflower Oil Soap Bar | 250 | Health & Beauty > Personal Care | none | -124570 | NATURAL SKINCARE/BATH PRODUCTS |