Fold 4 - Understanding why coefficient 95543980 was selected
Tag: 10-25
Selected Coefficient: 95543980
Taxonomy Path: 24.5.8.1.2
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 13
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? |
|---|---|---|---|---|---|
| 95543980 | 10.036437 | 24.5.8.1.2 | 2.1.8.5.24 (2*83^4 + 571787 + 8*83^2 + 5*83 + 24) | Yes | |
| 1770912 | 10.036437 | 24.5.8.3 | 3.8.5.24 (3*83^3 + 8*83^2 + 5*83 + 24) | No | |
| 7328 | 10.036580 | 24.5.1 | 1.5.24 (6889 + 5*83 + 24) | No | |
| 200220 | 10.036580 | 24.5.29 | 29.5.24 (29*83^2 + 5*83 + 24) | No | |
| 48413 | 10.048338 | 24.2.7 | 7.2.24 (7*83^2 + 2*83 + 24) | No | |
| 55302 | 10.048483 | 24.2.8 | 8.2.24 (8*83^2 + 2*83 + 24) | Toys & Games > Games > Dexterity Games | No |
| 0 | 12.000145 | 0 | 0 (0) | No | |
| 6902778 | 12.000581 | 0.0.6.12 | 12.6.0.0 (12*83^3 + 6*83^2) | No | |
| -103608 | 15.012048 | -24.3.15 | -15.3.24 (-(15*83^2 + 3*83 + 24)) | No | |
| -62440 | 15.012048 | -24.5.9 | -9.5.24 (-(9*83^2 + 5*83 + 24)) | No | |
| -14128 | 16.000000 | -18.4.2 | -2.4.18 (-(2*83^2 + 4*83 + 18)) | No | |
| -21456 | 16.000000 | -42.9.3 | -3.9.42 (-(3*83^2 + 9*83 + 42)) | No | |
| 143511467 | 16.000000 | 68.80.81.1.3 | 3.1.81.80.68 (3*83^4 + 571787 + 81*83^2 + 80*83 + 68) | No |
These are the training products that have the "10-25" tag (processing sequence 7021). 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 |
|---|---|---|---|---|---|---|---|
| 7986 | OOLY Rainbow Sparkle Glitter Markers | 143511467 | ARTS-AND-CRAFTS | 47967487 | none | ||
| 8047 | Safari Ltd. Carnivorous Dinos TOOB | 95543980 | none | 0 | none | ||
| 8033 | Klutz LEGO Gear Bots | 6902778 | KLUTZ-BOOKS | -88641202 | none | ||
| 7828 | Lottie Dolls Pandora the Persian Cat | 1770912 | none | -93773068 | none | ||
| 7683 | Crazy Aaron's Enchanting Unicorn Glow Thinking Putty | 200220 | none | -95343760 | none | ||
| 7797 | Little Kids Wicked Big Sports Basket Heads | 55302 | Toys & Games > Games > Dexterity Games | none | -95488678 | none | |
| 7748 | Pokémon TCG: Mimikyu ex Box | 48413 | none | -95495567 | none | ||
| 8063 | Trash Pandas | 48413 | none | -95495567 | none | ||
| 7684 | Crazy Aaron's Holographic Mixed By Me Kit | 7328 | none | -95536652 | none | ||
| 7978 | OOLY Oh My Glitter! Retractable Gel Pens | 0 | ARTS-AND-CRAFTS | -95543980 | none | ||
| 7879 | Jellycat Fun-Guy Ozzie 7" | 0 | JELLYCAT | -95543980 | none | ||
| 7958 | Prime Time Toys Sharkpedo Underwater Glider | 0 | POOL-TOYS-AND-GAMES | -95543980 | none | ||
| 8113 | Plan Toys Stacking Tree | 0 | PLAN-TOYS | -95543980 | none | ||
| 7998 | Klutz Friendship Wish Bracelets | -14128 | KLUTZ-BOOKS, ARTS-AND-CRAFTS | -95558108 | none | ||
| 8004 | Klutz Jr. My Fun & Fuzzy Headband Salon | -21456 | CRAFT-KITS, KLUTZ-BOOKS, ARTS-AND-CRAFTS | -95565436 | none | ||
| 8135 | Plan Toys Roller | -62440 | AWARD WINNER, PLAN-TOYS | -95606420 | none | ||
| 7789 | Jellycat Alice Axolotl | -103608 | JELLYCAT, OVER-25 | -95647588 | none |