Fold 1 - Understanding why coefficient -178 was selected
Tag: 30-40
Selected Coefficient: -178
Taxonomy Path: -20.2
Taxonomy Name:
Products with this tag: 5
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 | 2.000000 | -20.2 | -2.20 (-(2*79 + 20)) | Yes | |
| 178 | 3.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "30-40" tag (processing sequence 594). 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 | 178 | Religious & Ceremonial > Religious Items | none | 356 | JEWISH-BOOKS, BIBLE | |
| 9322 | Uncle moishy pesach usb kit | 178 | Religious & Ceremonial > Religious Items | none | 356 | JEWISH-BOOKS | |
| 9226 | Electric Lighter With Usb Charging | -178 | JUDAICA, PACKOF2 | 0 | none | ||
| 9247 | Elegant Crystal Candlesticks 11cm- With Decorative Stones | -178 | JUDAICA, PACKOF2 | 0 | none | ||
| 9305 | Crystal Besamim Holder 8*4 Cm | -178 | JUDAICA, PACKOF2 | 0 | none |