Fold 0 - Understanding why coefficient -15194 was selected
Tag: TV STAND
Selected Coefficient: -15194
Taxonomy Path: -0.1.3
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -15194 | 3.028169 | -0.1.3 | -3.1.0 (-(3*71^2 + 71)) | Yes | |
| 0 | 3.028169 | 0 | 0 (0) | No | |
| 364017 | 3.028169 | 0.15.1.1 | 1.1.15.0 (357911 + 5041 + 15*71) | No | |
| -15843 | 4.000000 | -10.10.3 | -3.10.10 (-(3*71^2 + 10*71 + 10)) | No | |
| 649 | 5.000000 | 10.9 | 9.10 (9*71 + 10) | Furniture > Entertainment Centers & TV Stands | No |
These are the training products that have the "TV STAND" tag (processing sequence 2501). 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 |
|---|---|---|---|---|---|---|---|
| 6205 | Solid Oak Coffee Table | 364017 | IMPORT_2019_09_29_144448 | 379211 | none | ||
| 6196 | Oak TV Stand | 649 | Furniture > Entertainment Centers & TV Stands | none | 15843 | Furniture > Furniture Sets > Kitchen & Dining Furniture Sets | none |
| 6206 | Walnut TV Stand / Bookcase | 0 | IMPORT_2019_09_29_144448 | 15194 | none | ||
| 9585 | Splendacious Marble Top Sumptuous Spacious TV Stand | -15194 | FURNITURE | 0 | none | ||
| 5954 | Modern Artistic Wall Mounted Floating TV Stand | -15843 | 2 WEEKS DELIVERY, FURNITURE | -649 | none | ||
| 9590 | Modern High Gloss 2 Piece Floating TV Stand | -15843 | 2 WEEKS DELIVERY, FURNITURE | -649 | none |