Fold 4 - Understanding why coefficient 6402 was selected
Tag: BFCM
Selected Coefficient: 6402
Taxonomy Path: 3.2.1
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts
Products with this tag: 20
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? |
|---|---|---|---|---|---|
| 6402 | 12.000160 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | Yes |
| 12643 | 12.001122 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
| 0 | 14.000000 | 0 | 0 (0) | No | |
| 37921 | 15.000160 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 50403 | 15.000641 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| -3532486 | 19.000000 | -1.1.13.7 | -7.13.1.1 (-(7*79^3 + 13*79^2 + 79 + 1)) | No |
These are the training products that have the "BFCM" tag (processing sequence 802). 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 |
|---|---|---|---|---|---|---|---|
| 12357 | Sunny Swell Teardrop Necklace by Bethany Strickland Art - Sale | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 44001 | none | |
| 12334 | Tranquil Waves Limited Edition Earrings By Jen Ritterman | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 31519 | none | |
| 12358 | Sunny Swell Teardrop Earrings by Bethany Strickland Art - Sale | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 31519 | none | |
| 12367 | Blur The Focus Triangle Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 31519 | none | |
| 12356 | Violet Pansy Hoop Earrings - Sale | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 31519 | none | |
| 12640 | Lover Print | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | 6241 | none | |
| 12642 | Cassette Metal Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12584 | Mr. Ciggy Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12593 | Snack Club Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12616 | Wrong Things Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12618 | Keep Trying Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12619 | Freeze Time Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12641 | Desert Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | 0 | none | |
| 12608 | B.S. Snake Unisex T-shirt Black | 0 | APPAREL | -6402 | COTTON, DESERT | ||
| 12598 | Positive Banana Unisex T-shirt White | 0 | APPAREL | -6402 | COTTON, DESERT | ||
| 12632 | Pair-A-Dice Unisex T-shirt | 0 | APPAREL | -6402 | COTTON | ||
| 12597 | Fuck It Shirt - Dice Unisex Pocket T-shirt | 0 | APPAREL | -6402 | COTTON | ||
| 12609 | B.S. Snake Unisex T-shirt White | 0 | APPAREL | -6402 | COTTON, DESERT | ||
| 12633 | The Original Lone Saguaro Unisex T-shirt | 0 | APPAREL | -6402 | COTTON | ||
| 12627 | Knit Watch Cap Black | -3532486 | HATS, APPAREL | -3538888 | none |