Fold 4 - Understanding why coefficient 178 was selected
Tag: 10-20
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 9
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 178 | 5.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 4019284 | 5.000000 | 1.1.12.8 | 8.12.1.1 (8*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Leggings | No |
| 4 | 8.000000 | 4 | 4 (4) | Baby & Toddler | No |
These are the training products that have the "10-20" tag (processing sequence 233). 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 |
|---|---|---|---|---|---|---|---|
| 7528 | Cotton Leggings Rama CL12 | 4019284 | Apparel & Accessories > Clothing > Pants > Leggings | none | 4019106 | BOLLOYWOOD DESIGNER TOP | |
| 7550 | Cotton Leggings Yellow CL24 | 4019284 | Apparel & Accessories > Clothing > Pants > Leggings | none | 4019106 | BOLLOYWOOD DESIGNER TOP | |
| 8023 | Karizma Leggings Coffee KL08 | 4019284 | Apparel & Accessories > Clothing > Pants > Leggings | none | 4019106 | BOLLOYWOOD DESIGNER TOP | |
| 8034 | Karizma Leggings Yellow KL15 | 4019284 | Apparel & Accessories > Clothing > Pants > Leggings | none | 4019106 | BOLLOYWOOD DESIGNER TOP | |
| 9283 | Fabric Challah Cover 52*42 Cm With Colorful Print | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9284 | Fabric Challah Cover 52*42 Cm With Colorful Print | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9346 | Crystal Wine Bottle Cork "Tov Lehoides L'Hashem" Silver Plates | 178 | Religious & Ceremonial > Religious Items | none | 0 | JEWISH GIFTS | |
| 9357 | Crystal Wine Bottle Cork "Lchaim" Silver Plates | 178 | Religious & Ceremonial > Religious Items | none | 0 | JEWISH GIFTS | |
| 12422 | Infant Thin Yellow Line US Tattered Flag Short Sleeve Baby Bodysuit - Onesie | 4 | Baby & Toddler | none | -174 | APPAREL, BABY, SHIRTS |