Fold 4 - Understanding why coefficient 269 was selected
Tag: WEDDING GIFTS
Selected Coefficient: 269
Taxonomy Path: 20.3
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 269 | 4.000000 | 20.3 | 3.20 (3*83 + 20) | Yes | |
| 151226 | 4.012048 | 0.79.21 | 21.79.0 (21*83^2 + 79*83) | No | |
| 240212541 | 4.012048 | 0.0.9.5.5 | 5.5.9.0.0 (5*83^4 + 5*83^3 + 9*83^2) | No | |
| 510 | 5.000000 | 12.6 | 6.12 (6*83 + 12) | No | |
| 757957 | 5.000000 | 1.2.27.1 | 1.27.2.1 (571787 + 27*83^2 + 2*83 + 1) | No |
These are the training products that have the "WEDDING GIFTS" tag (processing sequence 6174). 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 |
|---|---|---|---|---|---|---|---|
| 17548 | Custom Baby Face Mug, Baby Photo Mug, Personalized Baby Face Mug, Mug Gift For Mum, Mug For New Mom, New Mom Birthday Gift, Personalized Mug | 240212541 | TRAVEL MUG | 240212272 | TEACHER GIFTS, ANNIVERSARY GIFTS | ||
| 30297 | Yamileth Sunflower Charm Jewelry with Inspirational Greeting Card | 757957 | BEST GIFT, MOTIVATIONAL | 757688 | TEACHER GIFTS, BEST SELLING, ANNIVERSARY GIFTS | ||
| 30211 | Tasha Heart Lariat Angel Wing Necklace, Sympathy Gifts | 151226 | HEART JEWELRY, BEST GIFT, MOTIVATIONAL | 150957 | TEACHER GIFTS, BEST SELLING, ANNIVERSARY GIFTS | ||
| 29548 | Personalized Bottle Openers | 510 | none | 241 | WOODEN | ||
| 17096 | Mr. & Mrs. Anniversary Ornaments, First Christmas Married Ornament, Ornaments with your names and dates, Wedding Gifts, Custom Ceramic Ornament personalized ornaments make thoughtful wedding gifts | 269 | none | 0 | none | ||
| 17586 | 50th Anniversary Ornaments | Custom Anniversary Ornament | Personalized Anniversary Gifts | Wedding Gifts | 269 | none | 0 | CHRISTMAS ORNAMENT |