Fold 4 - Understanding why coefficient -2041057 was selected
Tag: ORGANIC GIFTS
Selected Coefficient: -2041057
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2041057 | 2.000000 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| -1915987 | 2.000160 | -0.0.70.3 | -3.70.0.0 (-(3*79^3 + 70*79^2)) | No | |
| 0 | 2.000160 | 0 | 0 (0) | No |
These are the training products that have the "ORGANIC GIFTS" tag (processing sequence 3263). 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 |
|---|---|---|---|---|---|---|---|
| 13647 | Calming Body Oil with Rose & Ylang Ylang | 0 | ITCHY SKIN, NATURAL SKINCARE, ORGANIC BODY CARE | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 13755 | De-Stress Aromatherapy Candle, Bath Oil Gift Set | -1915987 | ORGANIC BODY CARE | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | |
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | -2041057 | ITCHY SKIN, ORGANIC BODY CARE | 0 | none | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | -2041057 | SKINCARE SET, BRIGHTER SKIN | 0 | none |