Fold 0 - Understanding why coefficient -2041057 was selected
Tag: PROBLEM SKIN
Selected Coefficient: -2041057
Taxonomy Path: -13.3.11.4
Taxonomy Name:
Products with this tag: 13
Unique residual values tried: 7
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 | 5.000481 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | Yes | |
| 1790917 | 5.001122 | 66.75.49.3 | 3.49.75.66 (3*79^3 + 49*79^2 + 75*79 + 66) | No | |
| -785367690 | 5.001122 | -13.3.72.12.20 | -20.12.72.3.13 (-(20*79^4 + 12*79^3 + 72*79^2 + 3*79 + 13)) | No | |
| 818319670 | 5.001122 | 66.75.58.0.21 | 21.0.58.75.66 (21*79^4 + 58*79^2 + 75*79 + 66) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 2648605508 | 9.000000 | 0.0.0.0.68 | 68.0.0.0.0 (68*79^4) | No | |
| 2041057 | 12.000000 | 13.3.11.4 | 4.11.3.13 (4*79^3 + 11*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
These are the training products that have the "PROBLEM SKIN" tag (processing sequence 3784). 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 |
|---|---|---|---|---|---|---|---|
| 13756 | Tahiti Tiare Cocoa Lip Butter | 2648605508 | DRY MATURE SKIN | 2650646565 | none | ||
| 13700 | Radiance Facial Essence with Rose & Marula | 818319670 | ITCHY SKIN, AROMATHERAPY | 820360727 | none | ||
| 13673 | Energising Body Oil with Apricot & Palmarosa | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | 4082114 | none | |
| 13718 | Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit - Heart Bottle | 1790917 | SHOWER, GIFT UNDER £30 | 3831974 | none | ||
| 13692 | Intensive Balm with Marshmallow & Frangipani | 0 | DRY MATURE SKIN | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | 0 | ITCHY SKIN | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 13755 | De-Stress Aromatherapy Candle, Bath Oil Gift Set | 0 | SHOWER | 2041057 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | none | |
| 13650 | Radiance Saviour Essential Collection | -2041057 | SKINCARE SET, AROMATHERAPY | 0 | none | ||
| 13669 | The Ultimate Collection - Radiance Saviour | -2041057 | SKINCARE SET, AROMATHERAPY | 0 | none | ||
| 13672 | Radiance Saviour Collection | -2041057 | SKINCARE SET, AROMATHERAPY | 0 | none | ||
| 13647 | Calming Body Oil with Rose & Ylang Ylang | -2041057 | ITCHY SKIN, AROMATHERAPY | 0 | none | ||
| 13666 | Soothing Body Oil with Geranium, Cypress & Lavender | -2041057 | ITCHY SKIN, AROMATHERAPY | 0 | none | ||
| 13719 | Carrot & Mango Cleansing Butter, Organic Muslin Set | -785367690 | SKINCARE SET, ORGANIC CLEANSER, DRY MATURE SKIN | -783326633 | ROSEMARY |