Fold 2 - Understanding why coefficient -512000 was selected
Tag: IN STORE ONLY
Selected Coefficient: -512000
Taxonomy Path: -1.3.3.1
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -512000 | 4.000000 | -1.3.3.1 | -1.3.3.1 (-(493039 + 3*79^2 + 3*79 + 1)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 6479 | 6.000000 | 1.3.1 | 1.3.1 (6241 + 3*79 + 1) | Apparel & Accessories > Costumes & Accessories > Costume Accessories | No |
These are the training products that have the "IN STORE ONLY" tag (processing sequence 2188). 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 |
|---|---|---|---|---|---|---|---|
| 13001 | Goblet Crown | 1 ct | 6479 | Apparel & Accessories > Costumes & Accessories > Costume Accessories | none | 518479 | none | |
| 12875 | Adult Day of the Dead Sacred Heart Couture Dress | 1 ct | 0 | COSTUME | 512000 | Apparel & Accessories > Costumes & Accessories > Costumes > Costume Dresses | none | |
| 13100 | Adult Royal King Robe | 1 ct | 0 | COSTUME | 512000 | Apparel & Accessories > Costumes & Accessories > Costumes > Costume Dresses | none | |
| 13262 | Womens Egyptian Goddess Dress | 1 ct | 0 | COSTUME | 512000 | Apparel & Accessories > Costumes & Accessories > Costumes > Costume Dresses | none | |
| 12894 | Baby Cuddly Teddy Bear Costume | 1 ct | -512000 | COSTUME | 0 | none | ||
| 12864 | Adult Black Sheer Witch Dress | 1 ct | -512000 | WITCH, COSTUME | 0 | none | ||
| 13032 | Kids Enchanted Witch Costume XL 14-16 | 1 ct | -512000 | WITCH, COSTUME | 0 | none |