Fold 1 - Understanding why coefficient 20236 was selected
Tag: BIODEGRADABLE
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
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? |
|---|---|---|---|---|---|
| 20236 | 1.014085 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 4078170 | 1.014085 | 1.0.28.11 | 11.28.0.1 (11*71^3 + 28*71^2 + 1) | No | |
| 1168789 | 2.000000 | 58.60.18.3 | 3.18.60.58 (3*71^3 + 18*71^2 + 60*71 + 58) | No |
These are the training products that have the "BIODEGRADABLE" tag (processing sequence 490). 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 | 4078170 | BIO-DEGRADABLE | 4057934 | SCRUB, SOAP BAR | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | 1168789 | ORGANIC, ALL AGES, BIO-DEGRADABLE | 1148553 | CHILDREN'S, INSECT BITES, PERSONAL CARE, SKIN INFECTION | ||
| 188 | Summer Dress - Sweety | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | DRESSES |