Fold 0 - Understanding why coefficient -45421998 was selected
Tag: BABIES
Selected Coefficient: -45421998
Taxonomy Path: -0.0.10.13.1
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? |
|---|---|---|---|---|---|
| -45421998 | 3.000160 | -0.0.10.13.1 | -1.13.10.0.0 (-(38950081 + 13*79^3 + 10*79^2)) | Yes | |
| 0 | 3.000160 | 0 | 0 (0) | No | |
| -10903510 | 4.000000 | -9.6.9.22 | -22.9.6.9 (-(22*79^3 + 9*79^2 + 6*79 + 9)) | No | |
| 3551221 | 4.000000 | 13.1.16.7 | 7.16.1.13 (7*79^3 + 16*79^2 + 79 + 13) | Health & Beauty > Health Care > Medicine & Drugs > Topical Skin Treatments | No |
| 32477914 | 4.000000 | 66.75.68.65 | 65.68.75.66 (65*79^3 + 68*79^2 + 75*79 + 66) | No |
These are the training products that have the "BABIES" tag (processing sequence 4478). 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 |
|---|---|---|---|---|---|---|---|
| 3101 | Global Soap Shampoo Bars | 32477914 | SOAP BAR, HAIR CARE | 77899912 | none | ||
| 3118 | Kiwiherb Dermacare Cream | 3551221 | Health & Beauty > Health Care > Medicine & Drugs > Topical Skin Treatments | none | 48973219 | none | |
| 3181 | Ultimate Life Natural Vitamin E Cream | 0 | ENERGY, GENTLE | 45421998 | none | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -10903510 | FAIR TRADE, NOURISHING, OILS, GENTLE | 34518488 | none | ||
| 3098 | Global Soap Detox Skin Bar | -45421998 | SOAP BAR | 0 | none |