Fold 0 - Understanding why coefficient -1073733 was selected
Tag: STRIPES
Selected Coefficient: -1073733
Taxonomy Path: -0.0.0.3
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -1073733 | 1.000003 | -0.0.0.3 | -3.0.0.0 (-(3*71^3)) | Yes | |
| 0 | 1.000003 | 0 | 0 (0) | No | |
| 3286577 | 2.000000 | 58.68.12.9 | 9.12.68.58 (9*71^3 + 12*71^2 + 68*71 + 58) | No |
These are the training products that have the "STRIPES" tag (processing sequence 2178). 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 |
|---|---|---|---|---|---|---|---|
| 73 | Pastel Stripe Shirt. | 3286577 | COLOUR_WHITE, FABRIC_COTTON, SIZE_L | 4360310 | none | ||
| 831 | Beau Shirt: Stripe | 0 | SHIRT, STRIPED | 1073733 | none | ||
| 1076 | Viola Stripe Tank | -1073733 | IVORY | 0 | none |