Fold 2 - Understanding why coefficient 226 was selected
Tag: BABIES
Selected Coefficient: 226
Taxonomy Path: 13.3
Taxonomy Name: Health & Beauty > Personal Care
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 226 | 1.000198 | 13.3 | 3.13 (3*71 + 13) | Health & Beauty > Personal Care | Yes |
| 80938522 | 1.000198 | 13.3.10.13.3 | 3.13.10.3.13 (3*71^4 + 13*71^3 + 10*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BABIES" tag (processing sequence 470). 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 |
|---|---|---|---|---|---|---|---|
| 3101 | Global Soap Shampoo Bars | 80938522 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 80938296 | CHILDREN, CLEANSE, HAIR CARE | |
| 3098 | Global Soap Detox Skin Bar | 226 | Health & Beauty > Personal Care | none | 0 | CHILDREN, CLEANSE | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 0 | ORGANIC | -226 | BREASTFEEDING |