Fold 4 - Understanding why coefficient -178 was selected
Tag: 30-40
Selected Coefficient: -178
Taxonomy Path: -20.2
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -178 | 3.000000 | -20.2 | -2.20 (-(2*79 + 20)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "30-40" tag (processing sequence 289). 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 |
|---|---|---|---|---|---|---|---|
| 9138 | Kisvei harambam | 0 | OVER-1 | 178 | Religious & Ceremonial > Religious Items | JEWISH-BOOKS | |
| 9311 | Leather machzor: pesach - pocket sef.[all] | 0 | OVER-1 | 178 | Religious & Ceremonial > Religious Items | JEWISH-BOOKS | |
| 9322 | Uncle moishy pesach usb kit | 0 | OVER-1 | 178 | Religious & Ceremonial > Religious Items | JEWISH-BOOKS | |
| 9306 | Crystal Besamim Holder With Metal Plaque 8*6 Cm | -178 | OVER-1, JUDAICA | 0 | none | ||
| 9305 | Crystal Besamim Holder 8*4 Cm | -178 | OVER-1, JUDAICA | 0 | none | ||
| 9226 | Electric Lighter With Usb Charging | -178 | OVER-1, JUDAICA | 0 | none | ||
| 9296 | Crystal Kiddush Cup "blessing" 16 Cm With Stones | -178 | OVER-1, JUDAICA | 0 | none |