Fold 3 - Understanding why coefficient -1515 was selected
Tag: MOM
Selected Coefficient: -1515
Taxonomy Path: -14.19
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? |
|---|---|---|---|---|---|
| -1515 | 2.012658 | -14.19 | -19.14 (-(19*79 + 14)) | Yes | |
| 4043601 | 2.012658 | 65.71.15.8 | 8.15.71.65 (8*79^3 + 15*79^2 + 71*79 + 65) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 101104916 | 3.000000 | 5.9.5.47.2 | 2.47.5.9.5 (2*79^4 + 47*79^3 + 5*79^2 + 9*79 + 5) | No |
These are the training products that have the "MOM" tag (processing sequence 3828). 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 |
|---|---|---|---|---|---|---|---|
| 18168 | Measuring Spoons | 101104916 | CULINARY | 101106431 | none | ||
| 18212 | Bolster Pillow | 4043601 | PILLOW, HOME | 4045116 | none | ||
| 18196 | Bath and Body Bundle | 0 | none | 1515 | Home & Garden > Smoking Accessories | none | |
| 18198 | Small Bolster Pillow | -1515 | PILLOW, HOME | 0 | none |