Fold 2 - Understanding why coefficient -78911204 was selected
Tag: FUN
Selected Coefficient: -78911204
Taxonomy Path: -0.0.4.2.2
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? |
|---|---|---|---|---|---|
| -78911204 | 3.000160 | -0.0.4.2.2 | -2.2.4.0.0 (-(2*79^4 + 2*79^3 + 4*79^2)) | Yes | |
| -1510242 | 3.000160 | -78.77.4.3 | -3.4.77.78 (-(3*79^3 + 4*79^2 + 77*79 + 78)) | No | |
| 6983759 | 3.000160 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| 7888624 | 3.000160 | 0.0.0.16 | 16.0.0.0 (16*79^3) | No | |
| 16445275 | 4.000000 | 3.3.28.33 | 33.28.3.3 (33*79^3 + 28*79^2 + 3*79 + 3) | No |
These are the training products that have the "FUN" tag (processing sequence 1466). 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 |
|---|---|---|---|---|---|---|---|
| 828 | Augusta Crinkle | 16445275 | EASY, FLATTERING | 95356479 | ONE SIZE, SWIMSUIT | ||
| 995 | Laila | 7888624 | COMFY, EUROPEAN BRANDS, FLATTERING | 86799828 | ONE SIZE | ||
| 988 | JH Letter | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 85894963 | none | |
| 903 | Dottie | -1510242 | BRIGHT, FLATTERING | 77400962 | none | ||
| 13782 | Traditional Polynesian Tapa design | Cotton Fabric | -78911204 | 0 | none |