Fold 1 - Understanding why coefficient 240220088 was selected
Tag: GIFTS FOR WOMEN
Selected Coefficient: 240220088
Taxonomy Path: 77.7.10.5.5
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 240220088 | 1.000000 | 77.7.10.5.5 | 5.5.10.7.77 (5*83^4 + 5*83^3 + 10*83^2 + 7*83 + 77) | Yes | |
| 519230735 | 1.000000 | 82.81.6.78.10 | 10.78.6.81.82 (10*83^4 + 78*83^3 + 6*83^2 + 81*83 + 82) | No |
These are the training products that have the "GIFTS FOR WOMEN" tag (processing sequence 5012). 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 |
|---|---|---|---|---|---|---|---|
| 30208 | Alanis Music Note Treble Necklace, Gifts for Music Lovers, Music Jewelry | 519230735 | HEART NECKLACE, PERFECT GIFT | 279010647 | none | ||
| 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 | 240220088 | WEDDING GIFTS | 0 | ANNIVERSARY GIFTS, GRADUATION GIFT, TRAVEL MUG, GIFT FOR MOM |