Fold 0 - Understanding why coefficient -4019123 was selected
Tag: PRINTS
Selected Coefficient: -4019123
Taxonomy Path: -77.77.11.8
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -4019123 | 2.000160 | -77.77.11.8 | -8.11.77.77 (-(8*79^3 + 11*79^2 + 77*79 + 77)) | Yes | |
| -4012882 | 2.000641 | -77.77.10.8 | -8.10.77.77 (-(8*79^3 + 10*79^2 + 77*79 + 77)) | No | |
| 25044 | 6.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 5679629 | 6.000000 | 3.4.41.11 | 11.41.4.3 (11*79^3 + 41*79^2 + 4*79 + 3) | No |
These are the training products that have the "PRINTS" tag (processing sequence 2366). 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 |
|---|---|---|---|---|---|---|---|
| 10659 | Ina Blouse in Silk Houndstooth | 5679629 | BUTTON DOWN, FINAL SALE | 9698752 | none | ||
| 14437 | Maya | 25044 | Apparel & Accessories > Clothing > Dresses | none | 4044167 | none | |
| 12640 | Lover Print | -4012882 | BFCM | 6241 | none | ||
| 12619 | Freeze Time Print | -4019123 | BFCM | 0 | none | ||
| 12618 | Keep Trying Print | -4019123 | BFCM | 0 | none | ||
| 12593 | Snack Club Print | -4019123 | BFCM | 0 | none | ||
| 1934 | Plant Flash Sheet | -4019123 | BFCM | 0 | none |