Fold 4 - Understanding why coefficient -3957044 was selected
Tag: HAND CREAM
Selected Coefficient: -3957044
Taxonomy Path: -13.3.2.8
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? |
|---|---|---|---|---|---|
| -3957044 | 2.000160 | -13.3.2.8 | -8.2.3.13 (-(8*79^3 + 2*79^2 + 3*79 + 13)) | Yes | |
| 1410216 | 2.000160 | 66.75.67.2 | 2.67.75.66 (2*79^3 + 67*79^2 + 75*79 + 66) | No | |
| -2041052 | 3.000000 | -8.3.11.4 | -4.11.3.8 (-(4*79^3 + 11*79^2 + 3*79 + 8)) | No | |
| -1915987 | 3.000000 | -0.0.70.3 | -3.70.0.0 (-(3*79^3 + 70*79^2)) | No |
These are the training products that have the "HAND CREAM" tag (processing sequence 3223). 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 |
|---|---|---|---|---|---|---|---|
| 12767 | De-Stress Aromatherapy Hand Balm with Juniper & Grapefruit | 1410216 | BRIGHTER SKIN, ORGANIC BODY CARE | 5367260 | none | ||
| 13655 | Soothing Aromatherapy Little Treats Gift Set | -1915987 | BRIGHTER SKIN, NATURAL SKINCARE, ORGANIC BODY CARE | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 13638 | Wellbeing Aromatherapy Gift Set - Spoil Me | -2041052 | ORGANIC BODY CARE | 1915992 | none | ||
| 13656 | De-Stress Aromatherapy Little Treats Gift Set | -3957044 | BRIGHTER SKIN, ORGANIC BODY CARE | 0 | none |