Fold 1 - 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: 7
Unique residual values tried: 6
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 | 5.000000 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| -52809090 | 5.014085 | -0.65.38.5.2 | -2.5.38.65.0 (-(2*71^4 + 5*71^3 + 38*71^2 + 65*71)) | No | |
| 0 | 5.014085 | 0 | 0 (0) | No | |
| -52976013 | 6.000000 | -2.2.1.6.2 | -2.6.1.2.2 (-(2*71^4 + 6*71^3 + 5041 + 2*71 + 2)) | No | |
| -2928893 | 6.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| -86536 | 6.000000 | -58.11.17 | -17.11.58 (-(17*71^2 + 11*71 + 58)) | No |
These are the training products that have the "SUNGLASSES" tag (processing sequence 2202). 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 |
|---|---|---|---|---|---|---|---|
| 9151 | ReFramed Saint Germain | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | REFRAMED | |
| 5086 | High Profile (3 Colors) | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9214 | Gaillon Sun | 0 | CUSTOM LENSES, MEDIUM, NEW HINGE | -136250 | none | ||
| 9164 | ReFramed Léna | -86536 | CHAMPAGNE, CUSTOM LENSES | -222786 | REFRAMED | ||
| 9152 | ReFramed Port Royal | -2928893 | BLACK, CUSTOM LENSES | -3065143 | REFRAMED | ||
| 9150 | AHLEM x JORDEN BICKHAM | -52809090 | 8MM, DOWN TRIANGLE FACE, MEDIUM | -52945340 | none | ||
| 9137 | Place Jussieu Sun | -52976013 | CUSTOM LENSES, MEDIUM | -53112263 | none |