Fold 1 - Understanding why coefficient -4070332 was selected
Tag: CROP TOP
Selected Coefficient: -4070332
Taxonomy Path: -15.15.20.8
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| -4070332 | 1.000000 | -15.15.20.8 | -8.20.15.15 (-(8*79^3 + 20*79^2 + 15*79 + 15)) | Yes | |
| -1060970 | 1.000000 | -0.0.12.2 | -2.12.0.0 (-(2*79^3 + 12*79^2)) | No |
These are the training products that have the "CROP TOP" tag (processing sequence 1135). 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 |
|---|---|---|---|---|---|---|---|
| 13606 | Align Bralette - Ripe Marl | -1060970 | 50-100 | 3009362 | none | ||
| 13583 | Women's Crop Tank Top | -4070332 | TANK TOP, ACCESSORY, APPAREL | 0 | none |