Fold 2 - Understanding why coefficient -30415 was selected
Tag: MATERIAL:WOOD
Selected Coefficient: -30415
Taxonomy Path: -0.69.4
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -30415 | 1.025316 | -0.69.4 | -4.69.0 (-(4*79^2 + 69*79)) | Yes | |
| 0 | 1.037975 | 0 | 0 (0) | No | |
| 994225 | 5.000000 | 10.24.1.2 | 2.1.24.10 (2*79^3 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > End Tables | No |
These are the training products that have the "MATERIAL:WOOD" tag (processing sequence 1994). 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 |
|---|---|---|---|---|---|---|---|
| 13574 | Ridge Side Table - 30cm | 994225 | Furniture > Tables > Accent Tables > End Tables | none | 1024640 | none | |
| 13400 | Woody Round Bar Table - 80cm | 0 | DINING ROOM FURNITURE | 30415 | none | ||
| 14614 | Woody Work Station 130cm - Teak | 0 | HOME OFFICE DESKS | 30415 | none | ||
| 13402 | Driftwood Drumstool - 30cm | -30415 | COLOUR:OAK | 0 | none | ||
| 14573 | Suar Barrel Stool - 30cm | -30415 | COLOUR:OAK | 0 | none | ||
| 14574 | Suar Hourglass Stool - 30cm | -30415 | COLOUR:OAK | 0 | none |