Fold 1 - Understanding why coefficient -40755 was selected
Tag: RAW
Selected Coefficient: -40755
Taxonomy Path: -1.6.8
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -40755 | 1.000000 | -1.6.8 | -8.6.1 (-(8*71^2 + 6*71 + 1)) | Yes | |
| 1487321 | 1.000000 | 13.3.11.4 | 4.11.3.13 (4*71^3 + 11*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | No |
These are the training products that have the "RAW" tag (processing sequence 2493). 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 |
|---|---|---|---|---|---|---|---|
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 1487321 | Health & Beauty > Personal Care > Massage & Relaxation > Massage Oil | KETOGENIC, ALL AGES, GUT HEALTH | 1528076 | none | |
| 9015 | Raw Emerald Crystals - Bundle Bags | -40755 | EMERALD, 20TH ANNIVERSARY, BUNDLES | 0 | none |