Fold 3 - Understanding why coefficient -2041057 was selected
Tag: BIRTH CARE
Selected Coefficient: -2041057
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 5
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 | 3.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| 84865368 | 3.000160 | 13.3.10.14.2 | 2.14.10.3.13 (2*79^4 + 14*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | No |
| 393950893 | 3.000160 | 13.3.2.9.10 | 10.9.2.3.13 (10*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lotions & Moisturizers | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "BIRTH CARE" tag (processing sequence 2655). 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 | 393950893 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lotions & Moisturizers | none | 395991950 | ENERGY, FATIGUE, LIVER, BODY, COPPER | |
| 3071 | Absolute Essential Argan Oil (Organic) | 84865368 | Health & Beauty > Personal Care > Hair Care > Hair Treatments > Hair Oils | none | 86906425 | SERUM, SCARS, HAIR CARE | |
| 2886 | Absolute Essential Start Birth (Organic) - ON SALE | 0 | FAIR TRADE | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -2041057 | DIFFUSION, FAIR TRADE | 0 | none | ||
| 3082 | Absolute Essential Calm Birth (Organic) | -2041057 | DIFFUSION, FAIR TRADE | 0 | NEWBORNS, BODY |