Fold 2 - Understanding why coefficient 1043288 was selected
Tag: ROUND
Selected Coefficient: 1043288
Taxonomy Path: 14.13.9.2
Taxonomy Name: Home & Garden > Lighting > Lighting Fixtures > Ceiling Light Fixtures
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? |
|---|---|---|---|---|---|
| 1043288 | 3.000000 | 14.13.9.2 | 2.9.13.14 (2*79^3 + 9*79^2 + 13*79 + 14) | Home & Garden > Lighting > Lighting Fixtures > Ceiling Light Fixtures | Yes |
| -548815700 | 4.000000 | -14.11.10.7.14 | -14.7.10.11.14 (-(14*79^4 + 7*79^3 + 10*79^2 + 11*79 + 14)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 1349 | 4.000000 | 6.17 | 17.6 (17*79 + 6) | Business & Industrial > Manufacturing | No |
These are the training products that have the "ROUND" tag (processing sequence 3558). 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 |
|---|---|---|---|---|---|---|---|
| 2661 | LARGE Tube Pendant Light - ROSE GOLD | 1043288 | Home & Garden > Lighting > Lighting Fixtures > Ceiling Light Fixtures | none | 0 | HOME | |
| 2678 | LARGE Tube Pendant Light - BRONZE GOLD | 1043288 | Home & Garden > Lighting > Lighting Fixtures > Ceiling Light Fixtures | none | 0 | HOME | |
| 2147 | Aluminum Ring Sizer - Silver & Blue | 1349 | Business & Industrial > Manufacturing | none | -1041939 | none | |
| 18683 | Ornament- Water Meter | 0 | ORNAMENTS, DECOR | -1043288 | WALL ART | ||
| 17879 | Morrison Return Address Embosser | -548815700 | PSA-ESSENTIALS, CLASSIC | -549858988 | none |