Fold 0 - Understanding why coefficient 5997681 was selected
Tag: VALENTINE'S DAY
Selected Coefficient: 5997681
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 5997681 | 4.000002 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 6983759 | 4.000002 | 1.1.13.14 | 14.13.1.1 (14*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | No |
| -3532486 | 5.000000 | -1.1.13.7 | -7.13.1.1 (-(7*79^3 + 13*79^2 + 79 + 1)) | No | |
| 18819 | 5.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | No |
| 143794 | 5.000000 | 14.3.23 | 23.3.14 (23*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Plaques | No |
| 2490401 | 5.000000 | 5.3.4.5 | 5.4.3.5 (5*79^3 + 4*79^2 + 3*79 + 5) | No |
These are the training products that have the "VALENTINE'S DAY" tag (processing sequence 4548). 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 |
|---|---|---|---|---|---|---|---|
| 8324 | BABE | Light Pink | Sweatshirt | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none | 986078 | none | |
| 856 | City | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 2310 | Mini Micro Pave Disc Pendant Necklace | 2490401 | CHARM NECKLACE, GOLD NECKLACE, SILVER NECKLACE, MOTHER'S DAY GIFT, BLACK FRIDAY, GRADUATION, LUCKY | -3507280 | none | ||
| 10788 | Love Does Not Keep Score 1 Corinthians 13:5 | 143794 | Home & Garden > Decor > Decorative Plaques | none | -5853887 | none | |
| 8121 | Love Letters for Lily: Celebrating Love on Valentine's Day with Lily | 18819 | Media > Books > Print Books | none | -5978862 | none | |
| 8316 | Anti Love | Heather Magenta | Short Sleeve Tee | -3532486 | GRAPHIC TEE, SHORT-SLEEVE | -9530167 | none |