Fold 3 - Understanding why coefficient 1492208 was selected
Tag: KARDASHIAN
Selected Coefficient: 1492208
Taxonomy Path: 1.1.12.4
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Jeans
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1492208 | 2.000198 | 1.1.12.4 | 4.12.1.1 (4*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | Yes |
| 2928893 | 2.000198 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| -2576023 | 3.000000 | -1.1.14.7 | -7.14.1.1 (-(7*71^3 + 14*71^2 + 71 + 1)) | No | |
| 1431644 | 3.000000 | 0.0.0.4 | 4.0.0.0 (4*71^3) | No |
These are the training products that have the "KARDASHIAN" tag (processing sequence 1541). 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 |
|---|---|---|---|---|---|---|---|
| 923 | Fit For Success Jumpsuit | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | JUMPSUITS | 1436685 | none | |
| 956 | Good 90'S Jeans | 1492208 | Apparel & Accessories > Clothing > Pants > Jeans | none | 0 | none | |
| 1081 | Wide Rib Crop Pullover | 1431644 | BLACK | -60564 | none | ||
| 957 | Good Legs Crop Mini Boot | -2576023 | JEANS, CASUAL, GOOD AMERICAN | -4068231 | none |