Fold 2 - Understanding why coefficient -2041454 was selected
Tag: SLEEP
Selected Coefficient: -2041454
Taxonomy Path: -15.8.11.4
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? |
|---|---|---|---|---|---|
| -2041454 | 3.000000 | -15.8.11.4 | -4.11.8.15 (-(4*79^3 + 11*79^2 + 8*79 + 15)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 3264953 | 3.000000 | 41.11.49.6 | 6.49.11.41 (6*79^3 + 49*79^2 + 11*79 + 41) | No | |
| 4025521 | 3.000000 | 76.0.13.8 | 8.13.0.76 (8*79^3 + 13*79^2 + 76) | No |
These are the training products that have the "SLEEP" tag (processing sequence 2707). 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 |
|---|---|---|---|---|---|---|---|
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | 4025521 | ORGANIC, ROSE, CRADLE CAP, NOURISHING | 6066975 | none | ||
| 3081 | Absolute Essential Birth Essentials - Set of 3 Essential Oils (Organic) | 3264953 | ORGANIC, BALANCE, MOTHERS | 5306407 | GIFT SET | ||
| 3094 | Absolute Essential Frankincense Essential Oil (Wild) | 0 | AROMATHERAPY | 2041454 | UPLIFTING | ||
| 3078 | Absolute Essential Baby & Child: Tummy Blend (Organic) | -2041454 | ORGANIC, GAS | 0 | none |