Fold 1 - Understanding why coefficient -519230735 was selected
Tag: PERFECT GIFT
Selected Coefficient: -519230735
Taxonomy Path: -82.81.6.78.10
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -519230735 | 3.000000 | -82.81.6.78.10 | -10.78.6.81.82 (-(10*83^4 + 78*83^3 + 6*83^2 + 81*83 + 82)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 13964 | 3.000000 | 20.2.2 | 2.2.20 (2*83^2 + 2*83 + 20) | No | |
| 240220357 | 3.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "PERFECT GIFT" tag (processing sequence 4856). 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 |
|---|---|---|---|---|---|---|---|
| 27690 | I Just Freaking Love Birds OK? Souvenir by ASJ graphic 11oz Mug | 240220357 | FRIENDS, GATHERING | 759451092 | WORDS, SPECIAL | ||
| 30209 | Aleah Buddha Bell Necklace Inspirational Quotes Jewelry Greeting Card | 13964 | none | 519244699 | none | ||
| 30208 | Alanis Music Note Treble Necklace, Gifts for Music Lovers, Music Jewelry | 0 | HEART NECKLACE | 519230735 | GIFTS FOR WOMEN | ||
| 27621 | Armadillo Otaku Anime Vintage by DOTC 11oz Mug | -519230735 | WEARING, FRIENDS, GATHERING, GAME, OFFICE | 0 | HOME, SPECIAL |