Fold 4 - Understanding why coefficient 5610 was selected
Tag: ALLBIRDS::COMPLETE => TRUE
Selected Coefficient: 5610
Taxonomy Path: 1.8.1
Taxonomy Name: Apparel & Accessories > Shoes > Athletic Shoes
Products with this tag: 14
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 5610 | 0.000793 | 1.8.1 | 1.8.1 (5041 + 8*71 + 1) | Apparel & Accessories > Shoes > Athletic Shoes | Yes |
| 45938 | 0.001984 | 1.8.9 | 9.8.1 (9*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Flats | No |
These are the training products that have the "ALLBIRDS::COMPLETE => TRUE" tag (processing sequence 203). 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 |
|---|---|---|---|---|---|---|---|
| 159 | Women's Tree Breezers - Salt (Grey Sole) | 45938 | Apparel & Accessories > Shoes > Flats | none | 40328 | none | |
| 168 | Women's Tree Breezers - Sol (Cream Sole) | 45938 | Apparel & Accessories > Shoes > Flats | none | 40328 | none | |
| 169 | Women's Tree Breezers - Succulent (Green Sole) | 45938 | Apparel & Accessories > Shoes > Flats | none | 40328 | none | |
| 170 | Women's Tree Breezers - Turtle Shell (Brown Sole) | 45938 | Apparel & Accessories > Shoes > Flats | none | 40328 | none | |
| 171 | Women's Tree Dasher Relay - Blizzard (Blizzard Sole) | 5610 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none | |
| 172 | Women's Tree Dasher Relay - Calm Teal (Natural White Sole) | 5610 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none | |
| 179 | Women's Tree Dasher 1 - Obsidian (Black Sole) | 5610 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none | |
| 180 | Women's Tree Dasher 1 - Geyser (Light Blue Sole) | 5610 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none | |
| 201 | Women's Tree Dasher 2 - Buoyant Yellow (Buoyant Yellow Sole) | 5610 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none | |
| 216 | Women's Tree Dasher 1 - Thunder (White Sole) | 5610 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none | |
| 217 | Women's Tree Flyers - Buoyant Orange (Blizzard Sole) | 5610 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none | |
| 218 | Women's Tree Flyers - Buoyant Yellow (Blizzard Sole) | 5610 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none | |
| 219 | Women's Tree Flyers - Cream Hush (Blizzard Sole) | 5610 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none | |
| 396 | Women's Tree Flyers - Forage Green (Blizzard Sole) | 5610 | Apparel & Accessories > Shoes > Athletic Shoes | none | 0 | none |