Fold 1 - Understanding why coefficient 131209 was selected
Tag: EOL
Selected Coefficient: 131209
Taxonomy Path: 1.2.26
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Scarves & Shawls
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 131209 | 0.014481 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | Yes |
| 143 | 0.014680 | 1.2 | 2.1 (2*71 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 111045 | 0.014680 | 1.2.22 | 22.2.1 (22*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | No |
| 2565941 | 0.056338 | 1.1.12.7 | 7.12.1.1 (7*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
These are the training products that have the "EOL" tag (processing sequence 697). 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 |
|---|---|---|---|---|---|---|---|
| 166 | Pom Collar - Moss | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | SCARF | 2434732 | none | |
| 237 | Skinny Scarf - Black | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 273 | Snood - Half circle design | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 0 | none | |
| 274 | Snood - Orange jersey | 111045 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | -20164 | none | |
| 157 | Pom Collar - Black | 143 | Apparel & Accessories > Clothing Accessories | none | -131066 | none |