Fold 1 - Understanding why coefficient -3482859 was selected
Tag: MOTHER'S DAY GIFT
Selected Coefficient: -3482859
Taxonomy Path: -65.4.5.7
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? |
|---|---|---|---|---|---|
| -3482859 | 2.012658 | -65.4.5.7 | -7.5.4.65 (-(7*79^3 + 5*79^2 + 4*79 + 65)) | Yes | |
| 118885692 | 2.012658 | 14.11.10.4.3 | 3.4.10.11.14 (3*79^4 + 4*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Plates | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 15 | 3.000000 | 15 | 15 (15) | Luggage & Bags | No |
These are the training products that have the "MOTHER'S DAY GIFT" tag (processing sequence 3159). 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 | 118885692 | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Plates | none | 122368551 | none | |
| 17091 | We love you grandma wallet, Women's Leather Wallet, Personalized Leather Wallet, Personalized Mother Gift, Mother's Day Gift | 15 | Luggage & Bags | none | 3482874 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none |
| 2310 | Mini Micro Pave Disc Pendant Necklace | 0 | CHARM NECKLACE, GOLD NECKLACE, SILVER NECKLACE | 3482859 | BRASS, LUCKY | ||
| 17154 | Mother's Day Wallets, Leather Wallet, Personalized wallets, Monogrammed wallets, gifts for her, girlfriend gifts, birthday gift, mom gifts | -3482859 | WALLETS | 0 | none |