Fold 4 - Understanding why coefficient 93 was selected
Tag: GOLD-SERIES
Selected Coefficient: 93
Taxonomy Path: 14.1
Taxonomy Name: Home & Garden > Bathroom Accessories
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? |
|---|---|---|---|---|---|
| 93 | 0.000160 | 14.1 | 1.14 (79 + 14) | Home & Garden > Bathroom Accessories | Yes |
| 118672 | 0.000160 | 14.1.19 | 19.1.14 (19*79^2 + 79 + 14) | Home & Garden > Bathroom Accessories > Toilet Paper Holders | No |
These are the training products that have the "GOLD-SERIES" tag (processing sequence 3354). 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 |
|---|---|---|---|---|---|---|---|
| 11537 | Meir Toilet Roll Holder - Tiger Bronze | 118672 | Home & Garden > Bathroom Accessories > Toilet Paper Holders | none | 118579 | none | |
| 11558 | Meir Freestanding Bath Spout and Hand Shower - Tiger Bronze | 93 | Home & Garden > Bathroom Accessories | none | 0 | none |