Fold 0 - Understanding why coefficient -741253 was selected
Tag: ANTISEPTIC
Selected Coefficient: -741253
Taxonomy Path: -13.3.5.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -741253 | 2.000000 | -13.3.5.2 | -2.5.3.13 (-(2*71^3 + 5*71^2 + 3*71 + 13)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 2909381 | 2.000000 | 14.10.9.8 | 8.9.10.14 (8*71^3 + 9*71^2 + 10*71 + 14) | Home & Garden > Household Supplies > Laundry Supplies > Fabric Stain Removers | No |
These are the training products that have the "ANTISEPTIC" tag (processing sequence 429). 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 |
|---|---|---|---|---|---|---|---|
| 3104 | Global Soap Stain Remover Soap | 2909381 | Home & Garden > Household Supplies > Laundry Supplies > Fabric Stain Removers | none | 3650634 | BIO-DEGRADABLE, BIODEGRADABLE, CLEANING, LAUNDRY | |
| 2969 | Barrier Gold Kānuka Essential Oil (Organic) | 0 | ORGANIC, ACNE, ALLERGY | 741253 | Health & Beauty > Personal Care > Deodorants & Anti-Perspirant > Deodorants | AROMATHERAPY, ARTHRITIS, BEACH, ECZEMA, HOUSEHOLD INGREDIENTS, TOPICAL REMEDIES | |
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | -741253 | ORGANIC, DEODORANT | 0 | AROMATHERAPY, BALANCE |