Fold 2 - Understanding why coefficient -1431644 was selected
Tag: VALENTINE'S DAY
Selected Coefficient: -1431644
Taxonomy Path: -0.0.0.4
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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 | No |
| 4360537 | 5.000003 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 0 | 5.000003 | 0 | 0 (0) | No | |
| -1431644 | 5.000003 | -0.0.0.4 | -4.0.0.0 (-(4*71^3)) | Yes | |
| 15211 | 6.000000 | 17.1.3 | 3.1.17 (3*71^2 + 71 + 17) | Media > Books > Print Books | No |
| -4360537 | 6.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| 6109843 | 6.000000 | 9.2.5.17 | 17.5.2.9 (17*71^3 + 5*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | No |
These are the training products that have the "VALENTINE'S DAY" tag (processing sequence 142). 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 |
|---|---|---|---|---|---|---|---|
| 7156 | 4mm Light Pink Sugar Pearls | 6109843 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Edible Baking Decorations | none | 7541487 | Food, Beverages & Tobacco > Food Items > Cooking & Baking Ingredients > Food Coloring | none |
| 856 | City | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 5792181 | ESSENTIEL ANTWERP | |
| 8316 | Anti Love | Heather Magenta | Short Sleeve Tee | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | FAIRE, GRAPHIC TEE |
| 8117 | Fancy Nancy: Heart to Heart: A Valentine's Day Book for Kids [With Sticker(s)] | 15211 | Media > Books > Print Books | none | 1446855 | none | |
| 2310 | Mini Micro Pave Disc Pendant Necklace | 0 | CHARM NECKLACE | 1431644 | ADJUSTABLE NECKLACE, CUBIC ZIRCONIA, GIFT FOR HER | ||
| 8419 | LOVER | Pink Tie Dye | Short Sleeve Tee | -1431644 | PINK | 0 | WHOLESALE, GRAPHIC TEE | ||
| 8324 | BABE | Light Pink | Sweatshirt | -4360537 | PINK, SWEATSHIRT | -2928893 | FAIRE |