Fold 1 - Understanding why coefficient -505772 was selected
Tag: LAPTOP
Selected Coefficient: -505772
Taxonomy Path: -14.3.2.1
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -505772 | 2.000000 | -14.3.2.1 | -1.2.3.14 (-(493039 + 2*79^2 + 3*79 + 14)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 625301 | 2.000000 | 16.15.21.1 | 1.21.15.16 (493039 + 21*79^2 + 15*79 + 16) | No |
These are the training products that have the "LAPTOP" tag (processing sequence 3210). 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 |
|---|---|---|---|---|---|---|---|
| 4169 | Item029: Computer Circuit Board Pendant - Laptop, Square, Blue and Silver | 625301 | PENDANT, ECB | 1131073 | none | ||
| 6010 | USB-C to USB-B 3.0 Cable | 0 | CABLES | 505772 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | |
| 4120 | Item046: Laptop Circuit Board Pendant - Silver, Blue, Black, Copper, Cartouche | -505772 | PENDANT, GIFT | 0 | none |