Fold 4 - Understanding why coefficient 1295216 was selected
Tag: #BRIDAL
Selected Coefficient: 1295216
Taxonomy Path: 1.1.22.2
Taxonomy Name: Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses
Products with this tag: 16
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? |
|---|---|---|---|---|---|
| 1295216 | 0.000871 | 1.1.22.2 | 2.22.1.1 (2*83^3 + 22*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | Yes |
| 1302105 | 0.001452 | 1.1.23.2 | 2.23.1.1 (2*83^3 + 23*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | No |
These are the training products that have the "#BRIDAL" tag (processing sequence 3784). 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 |
|---|---|---|---|---|---|---|---|
| 14472 | Laila | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 6889 | none | |
| 14480 | Maera | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 6889 | none | |
| 14481 | Maritta | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 6889 | none | |
| 14496 | Saesha | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 6889 | none | |
| 14507 | Vana | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 6889 | none | |
| 14510 | Zareen | 1302105 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 6889 | none | |
| 14488 | Nour | 1295216 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 0 | none | |
| 14490 | Palmira | 1295216 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 0 | none | |
| 14512 | Zosia | 1295216 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 0 | none | |
| 14500 | Sylva | 1295216 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 0 | none | |
| 14505 | Ursiya | 1295216 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 0 | none | |
| 14474 | Lena | 1295216 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 0 | none | |
| 14511 | Zaura | 1295216 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 0 | none | |
| 14509 | Zara Janjua | 1295216 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 0 | none | |
| 14482 | Marjan | 1295216 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 0 | none | |
| 14486 | Neda | 1295216 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 0 | none |