Fold 4 - Understanding why coefficient 136250 was selected
Tag: SUNGLASSES
Selected Coefficient: 136250
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 10
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 136250 | 4.000000 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| -52809090 | 7.028169 | -0.65.38.5.2 | -2.5.38.65.0 (-(2*71^4 + 5*71^3 + 38*71^2 + 65*71)) | No | |
| -2792643 | 7.028169 | -0.70.56.7 | -7.56.70.0 (-(7*71^3 + 56*71^2 + 70*71)) | No | |
| 47118227 | 7.028169 | 0.0.46.60.1 | 1.60.46.0.0 (25411681 + 60*71^3 + 46*71^2) | No | |
| -52976013 | 9.000000 | -2.2.1.6.2 | -2.6.1.2.2 (-(2*71^4 + 6*71^3 + 5041 + 2*71 + 2)) | No |
These are the training products that have the "SUNGLASSES" tag (processing sequence 2185). 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 |
|---|---|---|---|---|---|---|---|
| 9214 | Gaillon Sun | 47118227 | 22K, MEDIUM, NEW HINGE, NEW STYLES | 46981977 | none | ||
| 5086 | High Profile (3 Colors) | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 5072 | City Strut | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9163 | ReFramed Montmartre | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9164 | ReFramed Léna | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9165 | ReFramed Place Du Brésil | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9151 | ReFramed Saint Germain | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9152 | ReFramed Port Royal | -2792643 | BLACK | -2928893 | none | ||
| 9150 | AHLEM x JORDEN BICKHAM | -52809090 | OVERSIZED, 8MM, ACETATE, DIAMOND FACE, MEDIUM | -52945340 | none | ||
| 9137 | Place Jussieu Sun | -52976013 | 22K, MEDIUM | -53112263 | none |