Fold 2 - Understanding why coefficient -3190953 was selected
Tag: KARDASHIAN
Selected Coefficient: -3190953
Taxonomy Path: -0.0.65.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -3190953 | 3.000198 | -0.0.65.8 | -8.65.0.0 (-(8*71^3 + 65*71^2)) | Yes | |
| 1431644 | 3.000198 | 0.0.0.4 | 4.0.0.0 (4*71^3) | No | |
| -6936560 | 4.000000 | -2.2.27.19 | -19.27.2.2 (-(19*71^3 + 27*71^2 + 2*71 + 2)) | No | |
| -2576023 | 4.000000 | -1.1.14.7 | -7.14.1.1 (-(7*71^3 + 14*71^2 + 71 + 1)) | 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 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 | 6119846 | none | |
| 1081 | Wide Rib Crop Pullover | 1431644 | BLACK | 4622597 | none | ||
| 888 | Distressed Cropped Oxford | -2576023 | ROSE, BUTTON DOWN, GOOD AMERICAN | 614930 | none | ||
| 956 | Good 90'S Jeans | -3190953 | ROSE | 0 | none | ||
| 957 | Good Legs Crop Mini Boot | -6936560 | JEANS, CASUAL, GOOD AMERICAN | -3745607 | none |