Fold 1 - Understanding why coefficient 5 was selected
Tag: BUNDLES
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name: Bundles
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? |
|---|---|---|---|---|---|
| 5 | 3.000198 | 5 | 5 (5) | Bundles | Yes |
| 45374 | 3.000198 | 5.0.9 | 9.0.5 (9*71^2 + 5) | No | |
| -40750 | 4.000000 | -67.5.8 | -8.5.67 (-(8*71^2 + 5*71 + 67)) | No | |
| 40598 | 4.000000 | 57.3.8 | 8.3.57 (8*71^2 + 3*71 + 57) | No | |
| 179676443 | 4.000000 | 9.1.1.5.7 | 7.5.1.1.9 (7*71^4 + 5*71^3 + 5041 + 71 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Tequila | No |
These are the training products that have the "BUNDLES" tag (processing sequence 807). 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 |
|---|---|---|---|---|---|---|---|
| 4434 | Don Julio 1942, Primavera & Rosado Tequila Bundle | 179676443 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Liquor & Spirits > Tequila | none | 179676438 | none | |
| 9028 | New Beginnings Crystals - Bundle Bags | 45374 | 12TH ANNIVERSARY, 16TH ANNIVERSARY, 19TH ANNIVERSARY | 45369 | YELLOW CRYSTAL | ||
| 9037 | Stress Relief Crystals - Bundle Bags | 40598 | ROSE QUARTZ | 40593 | none | ||
| 9029 | Protection Crystals - Bundle Bags | 5 | Bundles | none | 0 | none | |
| 9015 | Raw Emerald Crystals - Bundle Bags | -40750 | EMERALD, 20TH ANNIVERSARY | -40755 | RAW |