Fold 1 - Understanding why coefficient 125070 was selected
Tag: BIRTH CARE
Selected Coefficient: 125070
Taxonomy Path: 13.3.20
Taxonomy Name: Health & Beauty > Personal Care > Personal Care Gift Sets & Kits
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 125070 | 3.000160 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | Yes |
| 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 | |
| 2166127 | 4.000000 | 26.6.31.4 | 4.31.6.26 (4*79^3 + 31*79^2 + 6*79 + 26) | No | |
| 2216147 | 4.000000 | 39.7.39.4 | 4.39.7.39 (4*79^3 + 39*79^2 + 7*79 + 39) | No |
These are the training products that have the "BIRTH CARE" tag (processing sequence 2585). 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 | 393825823 | CRADLE CAP, LIVER, BABIES | |
| 3092 | First Light Crisis Support Oral Drops/ Spray | 2216147 | MATERNITY | 2091077 | none | ||
| 2886 | Absolute Essential Start Birth (Organic) - ON SALE | 2166127 | FAIR TRADE, MATERNITY | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 3082 | Absolute Essential Calm Birth (Organic) | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | DIFFUSION, FAIR TRADE, MATERNITY | 0 | none | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 0 | DIFFUSION, GIFT SET, FAIR TRADE, MATERNITY | -125070 | MUSCLE RELIEF, BABIES |