Fold 4 - Understanding why coefficient -480320 was selected
Tag: KITCHEN & DINING
Selected Coefficient: -480320
Taxonomy Path: -0.76.76
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -480320 | 1.025316 | -0.76.76 | -76.76.0 (-(76*79^2 + 76*79)) | Yes | |
| -472973 | 1.037975 | -0.62.75 | -75.62.0 (-(75*79^2 + 62*79)) | No | |
| -443111 | 1.037975 | -0.0.71 | -71.0.0 (-(71*79^2)) | No | |
| -443832 | 4.000000 | -10.9.71 | -71.9.10 (-(71*79^2 + 9*79 + 10)) | No |
These are the training products that have the "KITCHEN & DINING" tag (processing sequence 1854). 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 |
|---|---|---|---|---|---|---|---|
| 5956 | Set Of 4 Leather Dining Chair Soft Backrest | -443111 | FURNITURE | 37209 | none | ||
| 9550 | Set Of 4 Extravagant Leather Upholstered Dining Chair | -443832 | 2 WEEKS DELIVERY, FURNITURE | 36488 | none | ||
| 9584 | Vintage European Marble Top Design Golden Dining Table | -472973 | FURNITURE | 7347 | none | ||
| 5965 | Glossy Finish Extended Wooden Dining Table Set | -480320 | FURNITURE | 0 | none | ||
| 9592 | Modern Style Marble Top Wooden Dining Table Set | -480320 | FURNITURE | 0 | none |