Fold 1 - Understanding why coefficient -151373 was selected
Tag: WOMEN'S PRESENT
Selected Coefficient: -151373
Taxonomy Path: -1.2.30
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? |
|---|---|---|---|---|---|
| -151373 | 2.000198 | -1.2.30 | -30.2.1 (-(30*71^2 + 2*71 + 1)) | Yes | |
| -131209 | 2.000198 | -1.2.26 | -26.2.1 (-(26*71^2 + 2*71 + 1)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 131209 | 3.000000 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
These are the training products that have the "WOMEN'S PRESENT" tag (processing sequence 2421). 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 |
|---|---|---|---|---|---|---|---|
| 200 | Ruffle Scarf - Sky | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | SCARVESANDSNOODS, WOMEN'S GIFT | 282582 | none | |
| 199 | Ruffle Scarf - Navy | 0 | CHRISTMAS GIFT, MACHINE WASHABLE SCARF, SCARVESANDSNOODS, WOMEN'S GIFT | 151373 | Apparel & Accessories > Clothing Accessories > Wristbands | none | |
| 287 | Snood - Wine | -131209 | SANTA GIFT, HAND MADE, MACHINE WASHABLE SCARF, SCARVESANDSNOODS | 20164 | none | ||
| 286 | Snood - Rust | -151373 | SANTA GIFT, HAND MADE, MACHINE WASHABLE SCARF, SCARVESANDSNOODS | 0 | none |