Fold 1 - Understanding why coefficient -7974934 was selected
Tag: KARDASHIAN
Selected Coefficient: -7974934
Taxonomy Path: -1.1.20.22
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -7974934 | 3.000000 | -1.1.20.22 | -22.20.1.1 (-(22*71^3 + 20*71^2 + 71 + 1)) | Yes | |
| -3190953 | 3.000198 | -0.0.65.8 | -8.65.0.0 (-(8*71^3 + 65*71^2)) | No | |
| 1431644 | 3.000198 | 0.0.0.4 | 4.0.0.0 (4*71^3) | No | |
| 2928893 | 4.000000 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "KARDASHIAN" tag (processing sequence 1545). 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 | 10903827 | none | |
| 1081 | Wide Rib Crop Pullover | 1431644 | BLACK | 9406578 | none | ||
| 956 | Good 90'S Jeans | -3190953 | ROSE | 4783981 | none | ||
| 888 | Distressed Cropped Oxford | -7974934 | ROSE, BUTTON DOWN, GOOD AMERICAN | 0 | none | ||
| 957 | Good Legs Crop Mini Boot | -7974934 | JEANS, CASUAL, GOOD AMERICAN | 0 | none |