Fold 0 - Understanding why coefficient 75687 was selected
Tag: LIGHT BLUE
Selected Coefficient: 75687
Taxonomy Path: 1.1.15
Taxonomy Name: Apparel & Accessories > Clothing > Skirts
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? |
|---|---|---|---|---|---|
| 75687 | 2.000198 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | Yes |
| 4360537 | 2.000198 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 71428 | 3.000000 | 2.12.14 | 14.12.2 (14*71^2 + 12*71 + 2) | No |
These are the training products that have the "LIGHT BLUE" tag (processing sequence 1576). 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 |
|---|---|---|---|---|---|---|---|
| 10296 | Basic Sweater - Light Blue | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 4284850 | none | |
| 1045 | Preslee -Blue | 75687 | Apparel & Accessories > Clothing > Skirts | none | 0 | none | |
| 9012 | Blue Topaz - Rose Gold | 71428 | 19TH ANNIVERSARY, CHAIN LENGTH 18" | -4259 | none | ||
| 9011 | Blue Topaz Pendant - Sterling Silver | 0 | PENDANT NECKLACE, 19TH ANNIVERSARY, BACKING MATERIAL 0925 STERLING SILVER | -75687 | none |