Fold 0 - Understanding why coefficient 250 was selected
Tag: FRAGRANCES. FRAGRANCES: FOR MEN
Selected Coefficient: 250
Taxonomy Path: 13.3
Taxonomy Name: Health & Beauty > Personal Care
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 250 | 3.000160 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | Yes |
| 125070 | 3.000481 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "FRAGRANCES. FRAGRANCES: FOR MEN" tag (processing sequence 1443). 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 |
|---|---|---|---|---|---|---|---|
| 12205 | Kenneth Cole Mankind Men's Coffret Gift Set 3 Piece 0.5 oz each | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | 124820 | MEN FRAGRANCE | |
| 12190 | Kenneth Cole Reaction Eau de Toilette, for Men | 250 | Health & Beauty > Personal Care | none | 0 | MEN FRAGRANCE | |
| 12181 | Kenneth Cole Copper Black Eau de Toilette 1.7 oz | 250 | Health & Beauty > Personal Care | none | 0 | MEN FRAGRANCE | |
| 12276 | Kenneth Cole Eau de Toilette Spray For Him 3.4 oz | 250 | Health & Beauty > Personal Care | none | 0 | MEN FRAGRANCE | |
| 12189 | Kenneth Cole Variety Set Kenneth Cole 4 pc Gift Set Men | 0 | FRAGRANCE GIFT SETS | -250 | MEN FRAGRANCE | ||
| 12214 | Kenneth Cole Kenneth Cole Mankind Legacy 4 Piece Gift Set | 0 | FRAGRANCE GIFT SETS | -250 | MEN FRAGRANCE | ||
| 12250 | Kenneth Cole Men's 4-Pc Gift Set For Him, Serenity, Energy, Intensity 0.5 oz Each | 0 | FRAGRANCE GIFT SETS | -250 | MEN FRAGRANCE |