Fold 1 - Understanding why coefficient -125065 was selected
Tag: HAND CREAM
Selected Coefficient: -125065
Taxonomy Path: -8.3.20
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -125065 | 3.000000 | -8.3.20 | -20.3.8 (-(20*79^2 + 3*79 + 8)) | Yes | |
| -516799237 | 4.000000 | -39.9.15.21.13 | -13.21.15.9.39 (-(13*79^4 + 21*79^3 + 15*79^2 + 9*79 + 39)) | No | |
| -514758180 | 4.000000 | -26.6.4.17.13 | -13.17.4.6.26 (-(13*79^4 + 17*79^3 + 4*79^2 + 6*79 + 26)) | No | |
| 3451273 | 4.000000 | 0.0.0.7 | 7.0.0.0 (7*79^3) | No |
These are the training products that have the "HAND CREAM" tag (processing sequence 1629). 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 | 3451273 | ANTI-AGEING, GIFT UNDER £30 | 3576338 | none | ||
| 13637 | Wellbeing Aromatherapy Gift Set - Rescue Me | -125065 | AWARD WINNING | 0 | none | ||
| 13638 | Wellbeing Aromatherapy Gift Set - Spoil Me | -125065 | AWARD WINNING | 0 | none | ||
| 13656 | De-Stress Aromatherapy Little Treats Gift Set | -514758180 | AWARD WINNING, GIFT UNDER £30 | -514633115 | none | ||
| 13655 | Soothing Aromatherapy Little Treats Gift Set | -516799237 | AROMATHERAPY, AWARD WINNING, GIFT UNDER £30 | -516674172 | none |