Fold 1 - Understanding why coefficient -3190953 was selected
Tag: KARDASHIAN
Selected Coefficient: -3190953
Taxonomy Path: -0.0.65.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -3190953 | 2.000397 | -0.0.65.8 | -8.65.0.0 (-(8*71^3 + 65*71^2)) | Yes | |
| 0 | 2.000397 | 0 | 0 (0) | No | |
| 2868329 | 2.000397 | 0.0.1.8 | 8.1.0.0 (8*71^3 + 5041) | No | |
| 45441 | 3.000198 | 1.1.9 | 9.1.1 (9*71^2 + 71 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 4360537 | 3.000198 | 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 "KARDASHIAN" tag (processing sequence 925). 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 |
|---|---|---|---|---|---|---|---|
| 1081 | Wide Rib Crop Pullover | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 7551490 | none | |
| 888 | Distressed Cropped Oxford | 2868329 | ROSE, BUTTON DOWN, GOOD AMERICAN | 6059282 | none | ||
| 923 | Fit For Success Jumpsuit | 45441 | Apparel & Accessories > Clothing > One-Pieces | none | 3236394 | none | |
| 957 | Good Legs Crop Mini Boot | 0 | CASUAL, GOOD AMERICAN | 3190953 | none | ||
| 956 | Good 90'S Jeans | -3190953 | ROSE | 0 | none |