Fold 1 - Understanding why coefficient -4340301 was selected
Tag: AVAILABLE
Selected Coefficient: -4340301
Taxonomy Path: -0.0.9.12
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -4340301 | 2.000003 | -0.0.9.12 | -12.9.0.0 (-(12*71^3 + 9*71^2)) | Yes | |
| -2908657 | 2.000003 | -0.0.9.8 | -8.9.0.0 (-(8*71^3 + 9*71^2)) | No | |
| -5994036 | 3.000000 | -3.4.53.16 | -16.53.4.3 (-(16*71^3 + 53*71^2 + 4*71 + 3)) | No | |
| 766304 | 3.000000 | 1.1.10.2 | 2.10.1.1 (2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | No |
These are the training products that have the "AVAILABLE" tag (processing sequence 683). 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 |
|---|---|---|---|---|---|---|---|
| 8589 | Dusty Blue Linen Nehru Jacket | 766304 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 5106605 | FABRIC_COTTON | |
| 6534 | Aurora Ruched Maxi Dress | -2908657 | WHITE | 1431644 | DPA-CLOTHING, PRIVATELABEL | ||
| 6591 | Aurora Ruched Maxi Dress | -4340301 | BLUE | 0 | DPA-CLOTHING, PRIVATELABEL | ||
| 6745 | Luxury Heavyweight Tee, Black | -5994036 | DESIGN, BLACK, ROUND, GRAPHIC | -1653735 | SHORT_SLEEVED_FIT |