Fold 0 - Understanding why coefficient 2041057 was selected
Tag: BABIES
Selected Coefficient: 2041057
Taxonomy Path: 13.3.11.4
Taxonomy Name: Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 2041057 | 2.000160 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | Yes |
| 123322410 | 2.000160 | 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 |
| -8488007 | 3.000000 | -10.3.17.17 | -17.17.3.10 (-(17*79^3 + 17*79^2 + 3*79 + 10)) | No | |
| 593550480 | 3.000000 | 17.2.68.18.15 | 15.18.68.2.17 (15*79^4 + 18*79^3 + 68*79^2 + 2*79 + 17) | No |
These are the training products that have the "BABIES" tag (processing sequence 730). 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 |
|---|---|---|---|---|---|---|---|
| 3181 | Ultimate Life Natural Vitamin E Cream | 593550480 | ACNE, ALL AGES | 591509423 | BEAUTY, CHILDREN, CRADLE CAP, HORMONE BALANCE, MOTHERS | ||
| 3101 | Global Soap Shampoo Bars | 123322410 | Health & Beauty > Personal Care > Hair Care > Shampoo & Conditioner > Shampoo | none | 121281353 | BATHROOM, CHILDREN, CLEANSE, HAIR CARE | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | ORGANIC, STRESS, MATERNITY, ANXIETY | 0 | MOTHERS | |
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -8488007 | ORGANIC, ROSE | -10529064 | CRADLE CAP |