Fold 0 - Understanding why coefficient 29558 was selected
Tag: INDUSTRIAL
Selected Coefficient: 29558
Taxonomy Path: 10.24.4
Taxonomy Name: Furniture > Tables > Kitchen & Dining Room Tables
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 29558 | 2.012048 | 10.24.4 | 4.24.10 (4*83^2 + 24*83 + 10) | Furniture > Tables > Kitchen & Dining Room Tables | Yes |
| 1158939 | 2.024096 | 10.19.2.2 | 2.2.19.10 (2*83^3 + 2*83^2 + 19*83 + 10) | Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "INDUSTRIAL" tag (processing sequence 5649). 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 |
|---|---|---|---|---|---|---|---|
| 6193 | Oak Floating Shelves - 150mm Deep | 1158939 | Furniture > Shelving > Wall Shelves & Ledges > Floating Wall Shelves & Ledges | none | 1129381 | none | |
| 6189 | Double Cross Dining Table | 29558 | Furniture > Tables > Kitchen & Dining Room Tables | none | 0 | none | |
| 6195 | Oak & Glass Dining Table | 29558 | Furniture > Tables > Kitchen & Dining Room Tables | none | 0 | none | |
| 28051 | LA2-RC2-OCOC VOC Extractor | 0 | AIR PURIFIER FOR VOC | -29558 | none | ||
| 28052 | LA2-RC1-HOC HEPA Air Purifier | 0 | AIR PURIFIER FOR VOC | -29558 | none |