Fold 1 - Understanding why coefficient 106256 was selected
Tag: WEARABLES
Selected Coefficient: 106256
Taxonomy Path: 1.2.17
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hats
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 106256 | 3.025797 | 1.2.17 | 17.2.1 (17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats | Yes |
| 156184 | 3.025797 | 1.2.25 | 25.2.1 (25*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sashes | No |
| 6479 | 3.075949 | 1.3.1 | 1.3.1 (6241 + 3*79 + 1) | Apparel & Accessories > Costumes & Accessories > Costume Accessories | No |
| 0 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "WEARABLES" tag (processing sequence 3565). 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 |
|---|---|---|---|---|---|---|---|
| 13245 | Sparkling Celebration Fabric Sash, 50 | 1 ct | 156184 | Apparel & Accessories > Clothing Accessories > Sashes | none | 49928 | none | |
| 12928 | Modern Birthday Deluxe Sash | 1 ct | 156184 | Apparel & Accessories > Clothing Accessories > Sashes | none | 49928 | none | |
| 13233 | Sparkling Celebration Fabric Sash, 30 | 1 ct | 156184 | Apparel & Accessories > Clothing Accessories > Sashes | none | 49928 | none | |
| 13006 | Hip Hip Hooray Party Hats, Assorted, 7" | 9 ct | 106256 | Apparel & Accessories > Clothing Accessories > Hats | none | 0 | none | |
| 13037 | Modern Birthday Large Cone Hat, 10.5" | 1 ct | 106256 | Apparel & Accessories > Clothing Accessories > Hats | none | 0 | none | |
| 12892 | Adventure Birthday Bear Hats 6.5" | 8 ct | 106256 | Apparel & Accessories > Clothing Accessories > Hats | none | 0 | none | |
| 13042 | Modern Birthday Mini Foil Cone Hats, Assortment 4" | 12 ct | 6479 | Apparel & Accessories > Costumes & Accessories > Costume Accessories | none | -99777 | none | |
| 13058 | Oui Party Birthday Party Hats | 8 ct | 6479 | Apparel & Accessories > Costumes & Accessories > Costume Accessories | none | -99777 | none | |
| 13416 | Little Miss One-derful First Birthday Lace Crown | 1 ct | 0 | LACE | -106256 | none | ||
| 13414 | Little Miss One-derful First Birthday Cone Hat, 7" x 5" | 1 ct | 0 | none | -106256 | none | ||
| 11326 | Crafting wearables + Fabtronic Sewing Set | 0 | none | -106256 | none |