Fold 2 - Understanding why coefficient 2147466 was selected
Tag: BONSAI
Selected Coefficient: 2147466
Taxonomy Path: 0.0.0.6
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 2147466 | 1.000006 | 0.0.0.6 | 6.0.0.0 (6*71^3) | Yes | |
| -357911 | 1.000008 | -0.0.0.1 | -1.0.0.0 (-(357911)) | No | |
| 0 | 1.000008 | 0 | 0 (0) | No | |
| 4360537 | 4.000000 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
These are the training products that have the "BONSAI" tag (processing sequence 774). 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 |
|---|---|---|---|---|---|---|---|
| 8826 | Bonsai Oversized Knit Vest - Orange/Azure | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | CLOTHING-SIZE-XS, VESTS, MULTI |
| 8844 | Bonsai Spray Dyed Polo Sweatshirt - Light Green | 2147466 | GREEN | 0 | POLOS | ||
| 8845 | Bonsai Spray Dyed Crewneck - Blue/Green | 2147466 | GREEN | 0 | SWEATSHIRTS | ||
| 8854 | Bonsai Spray Dyed Oversized Tee - Blue/Green | 0 | GREEN | -2147466 | none | ||
| 8797 | Bonsai Boomerang Bowling Shirt - White | -357911 | WHITE | -2505377 | SHIRTS |