Fold 2 - Understanding why coefficient 368220 was selected
Tag: LAPTOP
Selected Coefficient: 368220
Taxonomy Path: 14.3.2.1
Taxonomy Name: Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants
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? |
|---|---|---|---|---|---|
| 368220 | 4.000000 | 14.3.2.1 | 1.2.3.14 (357911 + 2*71^2 + 3*71 + 14) | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | Yes |
| -1547458 | 5.000000 | -13.69.22.4 | -4.22.69.13 (-(4*71^3 + 22*71^2 + 69*71 + 13)) | No | |
| -368220 | 5.000000 | -14.3.2.1 | -1.2.3.14 (-(357911 + 2*71^2 + 3*71 + 14)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 5903 | 5.000000 | 10.12.1 | 1.12.10 (5041 + 12*71 + 10) | Furniture > Office Furniture > Desks | No |
These are the training products that have the "LAPTOP" tag (processing sequence 2479). 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 |
|---|---|---|---|---|---|---|---|
| 4102 | Item039: Computer Circuit Board Pendant - Laptop, Rectangle, Blue and Bronze | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | PENDANT, ECB | 0 | none | |
| 4169 | Item029: Computer Circuit Board Pendant - Laptop, Square, Blue and Silver | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | PENDANT, ECB | 0 | none | |
| 6220 | Solid Oak Accent Desk | 5903 | Furniture > Office Furniture > Desks | none | -362317 | none | |
| 6010 | USB-C to USB-B 3.0 Cable | 0 | CABLES | -368220 | none | ||
| 4120 | Item046: Laptop Circuit Board Pendant - Silver, Blue, Black, Copper, Cartouche | -368220 | PENDANT, GIFT | -736440 | none | ||
| 6204 | Oak Taper Leg Desk | -1547458 | ALL, IMPORT_2019_09_29_144448 | -1915678 | none |