Fold 3 - Understanding why coefficient -4037355 was selected
Tag: MOTHER'S DAY GIFT
Selected Coefficient: -4037355
Taxonomy Path: -69.4.5.7
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? |
|---|---|---|---|---|---|
| -4037355 | 2.012048 | -69.4.5.7 | -7.5.4.69 (-(7*83^3 + 5*83^2 + 4*83 + 69)) | Yes | |
| 144731928 | 2.012048 | 14.11.10.4.3 | 3.4.10.11.14 (3*83^4 + 4*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 15 | 3.000000 | 15 | 15 (15) | No |
These are the training products that have the "MOTHER'S DAY GIFT" tag (processing sequence 4857). 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 |
|---|---|---|---|---|---|---|---|
| 17431 | Custom Handwriting Recipe Platter, Handwritten Recipe Gift, Keepsake Family Recipe, Custom square plate, Grandma Gift, Mother's Day, Memorial gift | 144731928 | none | 148769283 | none | ||
| 17091 | We love you grandma wallet, Women's Leather Wallet, Personalized Leather Wallet, Personalized Mother Gift, Mother's Day Gift | 15 | none | 4037370 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | GIFT FOR MOM | |
| 2310 | Mini Micro Pave Disc Pendant Necklace | 0 | GOLD NECKLACE, ADJUSTABLE NECKLACE, CHARM NECKLACE, WEDDING GIFT | 4037355 | LUCKY, BRIDESMAID GIFT, GIFT FOR MOM | ||
| 17154 | Mother's Day Wallets, Leather Wallet, Personalized wallets, Monogrammed wallets, gifts for her, girlfriend gifts, birthday gift, mom gifts | -4037355 | WALLETS | 0 | none |