Fold 4 - Understanding why coefficient -86536 was selected
Tag: BRONZE
Selected Coefficient: -86536
Taxonomy Path: -58.11.17
Taxonomy Name:
Products with this tag: 15
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? |
|---|---|---|---|---|---|
| -86536 | 2.000000 | -58.11.17 | -17.11.58 (-(17*71^2 + 11*71 + 58)) | Yes | |
| -30658 | 14.000000 | -57.5.6 | -6.5.57 (-(6*71^2 + 5*71 + 57)) | No | |
| 5 | 14.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "BRONZE" tag (processing sequence 785). 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 |
|---|---|---|---|---|---|---|---|
| 3786 | Bulk Clean FARTHINGS | 5 | Bundles | none | 86541 | BULK COINS | |
| 4491 | PARIS | -30658 | GOLD | 55878 | Apparel & Accessories > Jewelry > Watches | none | |
| 4051 | DAISY- Bronze | -86536 | GOLD, SILVER | 0 | none | ||
| 4057 | DAISY- Gold | -86536 | GOLD, SILVER | 0 | none | ||
| 4062 | DAISY- Silver | -86536 | GOLD, SILVER | 0 | none | ||
| 4128 | GATSBY | -86536 | GOLD, SILVER | 0 | none | ||
| 4284 | HARMONY | -86536 | GOLD, SILVER | 0 | none | ||
| 4326 | INAYAT | -86536 | GOLD, SILVER | 0 | none | ||
| 4338 | JANNAT | -86536 | GOLD, SILVER | 0 | none | ||
| 4379 | LORELAI | -86536 | GOLD, SILVER | 0 | none | ||
| 4385 | MAJESTIC | -86536 | GOLD, SILVER | 0 | none | ||
| 4404 | MISHA | -86536 | GOLD, SILVER | 0 | none | ||
| 4426 | NAILAH | -86536 | GOLD, SILVER | 0 | none | ||
| 4486 | NURA | -86536 | GOLD, SILVER | 0 | none | ||
| 3957 | BOMBAY | -86536 | GOLD, SILVER | 0 | none |