Fold 1 - Understanding why coefficient -2166127 was selected
Tag: MATERNITY
Selected Coefficient: -2166127
Taxonomy Path: -26.6.31.4
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -2166127 | 3.000000 | -26.6.31.4 | -4.31.6.26 (-(4*79^3 + 31*79^2 + 6*79 + 26)) | Yes | |
| -2041057 | 3.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 50020 | 3.000000 | 13.1.8 | 8.1.13 (8*79^2 + 79 + 13) | Health & Beauty > Health Care > First Aid | No |
These are the training products that have the "MATERNITY" tag (processing sequence 2109). 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 |
|---|---|---|---|---|---|---|---|
| 3092 | First Light Crisis Support Oral Drops/ Spray | 50020 | Health & Beauty > Health Care > First Aid | none | 2216147 | BIRTH CARE | |
| 2886 | Absolute Essential Start Birth (Organic) - ON SALE | 0 | FAIR TRADE | 2166127 | BIRTH CARE | ||
| 3082 | Absolute Essential Calm Birth (Organic) | -2041057 | DIFFUSION, FAIR TRADE | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | BIRTH CARE | |
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | -2166127 | DIFFUSION, GIFT SET, FAIR TRADE | 0 | BIRTH CARE, MUSCLE RELIEF, BABIES |