Fold 0 - Understanding why coefficient -10397586 was selected
Tag: KARDASHIAN
Selected Coefficient: -10397586
Taxonomy Path: -1.1.7.21
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -10397586 | 2.000160 | -1.1.7.21 | -21.7.1.1 (-(21*79^3 + 7*79^2 + 79 + 1)) | Yes | |
| -3538727 | 2.000160 | -1.1.14.7 | -7.14.1.1 (-(7*79^3 + 14*79^2 + 79 + 1)) | No | |
| -9592657 | 3.000000 | -3.3.36.19 | -19.36.3.3 (-(19*79^3 + 36*79^2 + 3*79 + 3)) | No | |
| -1972156 | 3.000000 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | No |
These are the training products that have the "KARDASHIAN" tag (processing sequence 1848). 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 | -1972156 | DENIM, JUMPSUITS | 8425430 | none | ||
| 888 | Distressed Cropped Oxford | -3538727 | ROSE, BUTTON DOWN, GOOD AMERICAN | 6858859 | none | ||
| 957 | Good Legs Crop Mini Boot | -9592657 | JEANS, CASUAL, DENIM, CLASSIC, FASHION, ATTIRE, FLATTERING, GOOD AMERICAN | 804929 | STYLE | ||
| 956 | Good 90'S Jeans | -10397586 | ROSE, DENIM | 0 | none |