Fold 1 - Understanding why coefficient -627157 was selected
Tag: CHLORINE FREE
Selected Coefficient: -627157
Taxonomy Path: -9.3.8.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -627157 | 4.000002 | -9.3.8.1 | -1.8.3.9 (-(571787 + 8*83^2 + 3*83 + 9)) | Yes | |
| -55370 | 4.000002 | -9.3.8 | -8.3.9 (-(8*83^2 + 3*83 + 9)) | No | |
| 20667 | 4.000145 | 0.0.3 | 3.0.0 (3*83^2) | No | |
| 571787 | 4.000145 | 0.0.0.1 | 1.0.0.0 (571787) | No | |
| -627141 | 5.000000 | -76.2.8.1 | -1.8.2.76 (-(571787 + 8*83^2 + 2*83 + 76)) | No | |
| -613210 | 5.000000 | -6.1.6.1 | -1.6.1.6 (-(571787 + 6*83^2 + 83 + 6)) | No |
These are the training products that have the "CHLORINE FREE" tag (processing sequence 4563). 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 |
|---|---|---|---|---|---|---|---|
| 27447 | Smoking Brown Single Wide Double Window | 571787 | 69MM | 1198944 | none | ||
| 27408 | Pure Hemp Unbleached King Size + Tips | 20667 | KING SIZE, PURE HEMP, TREE FREE | 647824 | none | ||
| 27426 | Smoking Tree Free King Size | Flax | -55370 | SMOKING ROLLING PAPERS, 69MM | 571787 | none | ||
| 27441 | Smoking Organic Single Wide | Bio Certified | -613210 | TREE FREE, 69MM | 13947 | none | ||
| 27376 | Pure Hemp Unbleached Single Wide | -627141 | PURE HEMP, TREE FREE | 16 | 70MM | ||
| 27395 | Smoking Tree Free Regular Size Double Window | Flax | -627157 | SMOKING ROLLING PAPERS, 69MM | 0 | none |