Fold 2 - Understanding why coefficient 255631 was selected
Tag: ITCHY SKIN
Selected Coefficient: 255631
Taxonomy Path: 66.75.40
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| 255631 | 3.000160 | 66.75.40 | 40.75.66 (40*79^2 + 75*79 + 66) | Yes | |
| 1709784 | 3.000160 | 66.75.36.3 | 3.36.75.66 (3*79^3 + 36*79^2 + 75*79 + 66) | No | |
| -331273 | 4.000000 | -26.6.53 | -53.6.26 (-(53*79^2 + 6*79 + 26)) | No | |
| 1915987 | 4.000000 | 0.0.70.3 | 3.70.0.0 (3*79^3 + 70*79^2) | No | |
| 1095982509 | 4.000000 | 25.6.72.10.28 | 28.10.72.6.25 (28*79^4 + 10*79^3 + 72*79^2 + 6*79 + 25) | No |
These are the training products that have the "ITCHY SKIN" tag (processing sequence 1808). 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 |
|---|---|---|---|---|---|---|---|
| 13700 | Radiance Facial Essence with Rose & Marula | 1095982509 | ACNE, AROMATHERAPY, BREAK OUTS, CALM, COMBINATION SKIN | 1095726878 | none | ||
| 13667 | Green Parent Beauty Bible Awards 2018 | 1915987 | AWARD WINNING | 1660356 | none | ||
| 13665 | De-Stress Body Oil with Juniper & Grapefruit | 1709784 | LAVENDER, AWARD WINNING, ECZEMA | 1454153 | none | ||
| 13647 | Calming Body Oil with Rose & Ylang Ylang | 255631 | AROMATHERAPY, AWARD WINNING, ECZEMA | 0 | none | ||
| 13666 | Soothing Body Oil with Geranium, Cypress & Lavender | -331273 | LAVENDER, AROMATHERAPY, AWARD WINNING, ECZEMA | -586904 | none |