Fold 1 - Understanding why coefficient -4284484 was selected
Tag: FAST FIX
Selected Coefficient: -4284484
Taxonomy Path: -60.65.68.11
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -4284484 | 2.000000 | -60.65.68.11 | -11.68.65.60 (-(11*71^3 + 68*71^2 + 65*71 + 60)) | Yes | |
| 76053 | 2.000000 | 12.6.15 | 15.6.12 (15*71^2 + 6*71 + 12) | Hardware > Hardware Accessories > Hinges | No |
These are the training products that have the "FAST FIX" tag (processing sequence 68). 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 |
|---|---|---|---|---|---|---|---|
| 2648 | 3 Pack -BLACK Fast Fix Tapered Hinge (3 of) | 76053 | Hardware > Hardware Accessories > Hinges | none | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | HINGES |
| 2707 | Black Heavy-Duty Wrap-Around Interfold Hinge (3 Pack) | 76053 | Hardware > Hardware Accessories > Hinges | none | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none |
| 2665 | 3 Pack - ALUMINIUM Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of) | -4284484 | WHITE | 0 | HINGES, HEAVY DUTY | ||
| 2692 | 3 Pack -WHITE Heavy Duty Fast Fix, Wrap Around, Interfold Hinge (3 of) | -4284484 | WHITE | 0 | HINGES, HEAVY DUTY |