Fold 2 - Understanding why coefficient 6241 was selected
Tag: HIDEPRICE
Selected Coefficient: 6241
Taxonomy Path: 0.0.1
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 6241 | 4.000320 | 0.0.1 | 1.0.0 (6241) | Yes | |
| 0 | 4.000481 | 0 | 0 (0) | No | |
| 1129701 | 6.000160 | 1.1.23.2 | 2.23.1.1 (2*79^3 + 23*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | No |
| 1123460 | 6.000320 | 1.1.22.2 | 2.22.1.1 (2*79^3 + 22*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | No |
| -1123460 | 8.000000 | -1.1.22.2 | -2.22.1.1 (-(2*79^3 + 22*79^2 + 79 + 1)) | No |
These are the training products that have the "HIDEPRICE" tag (processing sequence 2219). 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 |
|---|---|---|---|---|---|---|---|
| 14480 | Maera | 1129701 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 1123460 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none |
| 14510 | Zareen | 1129701 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing > Saris & Lehengas | none | 1123460 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none |
| 14500 | Sylva | 1123460 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | 1117219 | none | |
| 14485 | Nashva | 6241 | STYLE_LEHENGA | 0 | none | ||
| 14507 | Vana | 6241 | STYLE_LEHENGA | 0 | none | ||
| 14481 | Maritta | 6241 | STYLE_LEHENGA | 0 | none | ||
| 14490 | Palmira | 0 | STYLE_LEHENGA | -6241 | none | ||
| 14505 | Ursiya | 0 | STYLE_LEHENGA | -6241 | none | ||
| 14493 | Rene | -1123460 | #FORMALS, STYLE_LEHENGA | -1129701 | none |