Fold 0 - Understanding why coefficient -40755 was selected
Tag: CRYSTAL EARRINGS
Selected Coefficient: -40755
Taxonomy Path: -1.6.8
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? |
|---|---|---|---|---|---|
| -40755 | 2.000198 | -1.6.8 | -8.6.1 (-(8*71^2 + 6*71 + 1)) | Yes | |
| -35714 | 2.000198 | -1.6.7 | -7.6.1 (-(7*71^2 + 6*71 + 1)) | No | |
| -2969648 | 3.000000 | -2.7.21.8 | -8.21.7.2 (-(8*71^3 + 21*71^2 + 7*71 + 2)) | No | |
| -10082 | 3.000000 | -0.0.2 | -2.0.0 (-(2*71^2)) | No |
These are the training products that have the "CRYSTAL EARRINGS" tag (processing sequence 1001). 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 |
|---|---|---|---|---|---|---|---|
| 9203 | Rainbow Moonstone Drop Earrings - 14k Gold Filled | -10082 | RAINBOW MOONSTONE | 30673 | Apparel & Accessories > Jewelry > Earrings | GOLD EARRINGS | |
| 9205 | Rainbow Moonstone Jewelry Set | -35714 | STUD EARRINGS, RAINBOW MOONSTONE | 5041 | none | ||
| 8999 | Blue Lace Agate Stud Earrings | -40755 | STUD EARRINGS, 12TH ANNIVERSARY | 0 | none | ||
| 9354 | Labradorite Stud Earrings | -2969648 | STUD EARRINGS, WOMEN, BACKING MATERIAL 0925 STERLING SILVER | -2928893 | JAM'S EDITS |