Fold 0 - Understanding why coefficient -15 was selected
Tag: HAIR
Selected Coefficient: -15
Taxonomy Path: -15
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -15 | 2.000000 | -15 | -15 (-(15)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 238693536 | 3.000000 | 13.3.10.10.6 | 6.10.10.3.13 (6*79^4 + 10*79^3 + 10*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Sprays | No |
These are the training products that have the "HAIR" tag (processing sequence 3226). 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 |
|---|---|---|---|---|---|---|---|
| 1728 | Hair Fixing Spray for Hair Fiber | 238693536 | Health & Beauty > Personal Care > Hair Care > Hair Styling Products > Hair Sprays | none | 238693551 | none | |
| 3107 | Green Trading Organic Amla Capsules - 500mg | 0 | ORGANIC, VITAMIN | 15 | Luggage & Bags | none | |
| 7108 | BARN HAIR DON'T CARE TRUCKER MESH | -15 | CAP, MESH, GRAY, ADJUSTABLE, EMBROIDERED | 0 | none | ||
| 7205 | I LOVE MY DOG TRUCKER MESH CAP | -15 | CAP, MESH, GRAY, ADJUSTABLE, EMBROIDERED | 0 | none |