Fold 4 - Understanding why coefficient 41999 was selected
Tag: SANDALS
Selected Coefficient: 41999
Taxonomy Path: 1.8.6
Taxonomy Name:
Products with this tag: 48
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 41999 | 0.000000 | 1.8.6 | 6.8.1 (6*83^2 + 8*83 + 1) | Yes |
These are the training products that have the "SANDALS" tag (processing sequence 24). 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 |
|---|---|---|---|---|---|---|---|
| 353 | Standing Tall Square Toe Block Heel Sandals in Taupe | 41999 | none | 0 | HEELS | ||
| 9385 | Yiska Fuchsia Sandal | 41999 | none | 0 | none | ||
| 9392 | Yiska Black Sandal | 41999 | none | 0 | none | ||
| 9435 | Scalene Fuchsia Sandal | 41999 | none | 0 | none | ||
| 9437 | Limit Black Sandal | 41999 | none | 0 | none | ||
| 9492 | MIRA: BLACK SLIP ON WEDGE SANDALS | 41999 | none | 0 | _BADGE_NEW_IN_ | ||
| 9493 | TAVIRA: IVORY CHUNKY GLADIATOR SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | 41999 | none | 0 | none | ||
| 9494 | TAVIRA: BLACK CHUNKY GLADIATOR SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | 41999 | none | 0 | none | ||
| 9515 | Dalia Sage Sandal | 41999 | none | 0 | none | ||
| 9525 | MOLI: LEOPARD PRINT SUEDE SANDALS | 41999 | none | 0 | none | ||
| 9531 | TROPICANA: RAINBOW MULTI METALLIC ESPADRILLE WEDGE | 41999 | none | 0 | none | ||
| 9554 | Banques Bone Sandal Wedge | 41999 | none | 0 | none | ||
| 9568 | Ahoy Peach Leopard Flip Flop | 41999 | none | 0 | none | ||
| 9569 | Azul White Sandal | 41999 | none | 0 | none | ||
| 9724 | Magic White Sandal | 41999 | none | 0 | none | ||
| 9766 | Magic Light Pink Suede Platform Sandal | 41999 | none | 0 | none | ||
| 10245 | BORN Crown Fisherman Sandals | 41999 | none | 0 | none | ||
| 23417 | Line Lite - Chocolate Multi | 41999 | none | 0 | none | ||
| 23418 | Line Lite - Dark Navy Multi | 41999 | none | 0 | none | ||
| 23419 | Line Lite - Deep Forest Multi | 41999 | none | 0 | none | ||
| 23420 | Line Lite - Frost Sky Multi | 41999 | none | 0 | none | ||
| 23425 | Line Lite - Ivory Multi | 41999 | none | 0 | none | ||
| 23426 | Line Lite - Space Multi | 41999 | none | 0 | none | ||
| 23427 | Line Lite - Stone Multi | 41999 | none | 0 | none | ||
| 23429 | Line - Ballerina | 41999 | none | 0 | none | ||
| 23430 | Line - Blue Atoll | 41999 | none | 0 | none | ||
| 23431 | Line - Brown | 41999 | none | 0 | none | ||
| 23432 | Line - Brown Multi | 41999 | none | 0 | none | ||
| 23433 | Line - Butter Multi | 41999 | none | 0 | none | ||
| 23440 | Line - Dry Rose | 41999 | none | 0 | none | ||
| 23442 | Line - Emerald | 41999 | none | 0 | none | ||
| 23443 | Line - Fire Red | 41999 | none | 0 | none | ||
| 23444 | Line - Fuchsia | 41999 | none | 0 | none | ||
| 23452 | Line - Leaf | 41999 | none | 0 | none | ||
| 23453 | Line - Mojito/Orchid | 41999 | none | 0 | none | ||
| 23476 | Line - Orchid/Dark Olive | 41999 | none | 0 | none | ||
| 23477 | Line - Pina Colada | 41999 | none | 0 | none | ||
| 23478 | Line - Pitaya | 41999 | none | 0 | none | ||
| 23484 | Line - Silver Mink | 41999 | none | 0 | none | ||
| 23485 | Line - Silver Mink/Silver Mink | 41999 | none | 0 | none | ||
| 23486 | Line - Space Multi | 41999 | none | 0 | none | ||
| 23487 | Line Suede - Beige | 41999 | none | 0 | none | ||
| 23488 | Line Suede - Coffee Cream | 41999 | none | 0 | none | ||
| 23495 | Lisa Leather - Coffee Cream | 41999 | none | 0 | none | ||
| 23995 | Tilde - Black | 41999 | none | 0 | none | ||
| 24352 | Madison Judith Block Heel Sandals - Yellow Floral | 41999 | none | 0 | HEELS | ||
| 26786 | OASIS SOCIETY Sienna Double Strap Slide | 41999 | none | 0 | none | ||
| 32441 | Lulu 18 Black Stud Sandals | 41999 | none | 0 | WHOLESALE |