Fold 2 - Understanding why coefficient -357911 was selected
Tag: MULTI
Selected Coefficient: -357911
Taxonomy Path: -0.0.0.1
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -357911 | 4.000003 | -0.0.0.1 | -1.0.0.0 (-(357911)) | Yes | |
| 226557663 | 4.000006 | 0.0.0.65.8 | 8.65.0.0.0 (8*71^4 + 65*71^3) | No | |
| -4360537 | 4.014283 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| -75687 | 4.014283 | -1.1.15 | -15.1.1 (-(15*71^2 + 71 + 1)) | No | |
| -30815 | 4.028169 | -1.8.6 | -6.8.1 (-(6*71^2 + 8*71 + 1)) | No | |
| 2928893 | 6.000000 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "MULTI" tag (processing sequence 2508). 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 | 226557663 | BONSAI, CLOTHING-SIZE-XS, VESTS | 226915574 | none | ||
| 9010 | Danilo Paura Akim Tie-Dye Hoodie - Pink/Yellow | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | HOODIES | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none |
| 9463 | LENA: RAINBOW MULTI METALLIC SANDALS | -30815 | GOLD, PINK, METALLIC, SANDAL | 327096 | none | ||
| 9524 | ROXY SIGNATURE: WHITE & NEON PINK TRAINERS | -75687 | WHITE, PINK, NEON, PLATFORM | 282224 | ROXY | ||
| 8900 | DOMREBEL Duplex Shirt - Brown | -357911 | SHIRTS | 0 | none | ||
| 8660 | Dsquared2 Dropped Shoulder Bowling Shirt - Multi | -357911 | SHIRTS | 0 | none | ||
| 9531 | TROPICANA: RAINBOW MULTI METALLIC ESPADRILLE WEDGE | -4360537 | PINK, SANDALS | -4002626 | none |