Fold 1 - Understanding why coefficient -374753 was selected
Tag: DOUBLE
Selected Coefficient: -374753
Taxonomy Path: -56.3.60
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -374753 | 3.000000 | -56.3.60 | -60.3.56 (-(60*79^2 + 3*79 + 56)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 187389 | 3.000000 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | No |
| 7408235 | 3.000000 | 10.2.2.15 | 15.2.2.10 (15*79^3 + 2*79^2 + 2*79 + 10) | Furniture > Beds & Accessories > Beds & Bed Frames > Wall Beds & Bed Frames | No |
These are the training products that have the "DOUBLE" tag (processing sequence 4321). 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 |
|---|---|---|---|---|---|---|---|
| 5069 | Nova Double Murphy Bed | 7408235 | Furniture > Beds & Accessories > Beds & Bed Frames > Wall Beds & Bed Frames | none | 7782988 | none | |
| 17241 | Live Vibrantly Bracelet | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 562142 | none | |
| 11227 | Nomination Silvershine Hanging Glitter Star Double Link | 0 | NOMINATION | 374753 | none | ||
| 17084 | Ride On Double - Diamond Moonstone | -374753 | META-COLOR:BRIGHT, META-THEME:SPACE | 0 | none |