Fold 3 - Understanding why coefficient 34445 was selected
Tag: MALEFICENT
Selected Coefficient: 34445
Taxonomy Path: 0.0.5
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 34445 | 4.000290 | 0.0.5 | 5.0.0 (5*83^2) | Yes | |
| -34445 | 4.000435 | -0.0.5 | -5.0.0 (-(5*83^2)) | No | |
| 0 | 4.000435 | 0 | 0 (0) | No | |
| 21166 | 6.000145 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 62500 | 6.000145 | 1.6.9 | 9.6.1 (9*83^2 + 6*83 + 1) | No | |
| 97444 | 7.000000 | 2.12.14 | 14.12.2 (14*83^2 + 12*83 + 2) | No | |
| -41833 | 7.000000 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | No |
These are the training products that have the "MALEFICENT" tag (processing sequence 5885). 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 |
|---|---|---|---|---|---|---|---|
| 20640 | Maleficent Hoops with stones | 97444 | GARNETS, PERIDOTS | 62999 | none | ||
| 20689 | Defiant Ring | 62500 | none | 28055 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | |
| 20643 | Gossamer Necklace | 34445 | ELEGANCE | 0 | none | ||
| 20724 | Petite Necklace | 34445 | ELEGANCE | 0 | none | ||
| 20698 | Maleficent Bracelet | 21166 | none | -13279 | none | ||
| 20634 | 14K & Sterling Defiant Necklace | 0 | FRESHWATER PEARLS | -34445 | none | ||
| 20664 | Defiant Cuff | -34445 | FRESHWATER PEARLS | -68890 | none | ||
| 20673 | Balance Earrings | -41833 | POSTS, DANGLES | -76278 | none |