Fold 1 - Understanding why coefficient 2928893 was selected
Tag: VALENTINE'S DAY
Selected Coefficient: 2928893
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 2928893 | 5.000003 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 4360537 | 5.000006 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 15211 | 6.000000 | 17.1.3 | 3.1.17 (3*71^2 + 71 + 17) | Media > Books > Print Books | No |
| -40755 | 7.000000 | -1.6.8 | -8.6.1 (-(8*71^2 + 6*71 + 1)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 368220 | 7.000000 | 14.3.2.1 | 1.2.3.14 (357911 + 2*71^2 + 3*71 + 14) | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | No |
These are the training products that have the "VALENTINE'S DAY" tag (processing sequence 85). 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 |
|---|---|---|---|---|---|---|---|
| 856 | City | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 1431644 | ESSENTIEL ANTWERP, EUROPEAN BRANDS, SWEATERS | |
| 8419 | LOVER | Pink Tie Dye | Short Sleeve Tee | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | WHOLESALE, GRAPHIC TEE | |
| 8331 | BABE | Vintage White | Short Sleeve Tee | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | FAIRE, GRAPHIC TEE | |
| 7449 | 2.5" Carnation - White | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | -2560673 | BASE_GUMPASTE | |
| 8117 | Fancy Nancy: Heart to Heart: A Valentine's Day Book for Kids [With Sticker(s)] | 15211 | Media > Books > Print Books | none | -2913682 | none | |
| 8121 | Love Letters for Lily: Celebrating Love on Valentine's Day with Lily | 15211 | Media > Books > Print Books | none | -2913682 | none | |
| 8324 | BABE | Light Pink | Sweatshirt | 0 | SWEATSHIRT | -2928893 | FAIRE | ||
| 2310 | Mini Micro Pave Disc Pendant Necklace | -40755 | CHARM NECKLACE, PENDANT NECKLACE | -2969648 | ADJUSTABLE NECKLACE, CUBIC ZIRCONIA |