Fold 4 - Understanding why coefficient -498648 was selected
Tag: PARTY FAVOR
Selected Coefficient: -498648
Taxonomy Path: -0.71.0.1
Taxonomy Name:
Products with this tag: 16
Unique residual values tried: 12
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? |
|---|---|---|---|---|---|
| -498648 | 10.025316 | -0.71.0.1 | -1.0.71.0 (-(493039 + 71*79)) | Yes | |
| 0 | 10.050793 | 0 | 0 (0) | No | |
| -87374 | 10.050793 | -0.0.14 | -14.0.0 (-(14*79^2)) | No | |
| -355829 | 14.000000 | -13.1.57 | -57.1.13 (-(57*79^2 + 79 + 13)) | No | |
| 4025525 | 14.012658 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 6558 | 14.012658 | 1.4.1 | 1.4.1 (6241 + 4*79 + 1) | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | No |
| -355834 | 15.000000 | -18.1.57 | -57.1.18 (-(57*79^2 + 79 + 18)) | No | |
| 362224 | 15.000000 | 9.3.58 | 58.3.9 (58*79^2 + 3*79 + 9) | No | |
| 362229 | 15.000000 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
| 2565470 | 15.000000 | 24.5.16.5 | 5.16.5.24 (5*79^3 + 16*79^2 + 5*79 + 24) | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | No |
| 3345557 | 15.000000 | 65.4.62.6 | 6.62.4.65 (6*79^3 + 62*79^2 + 4*79 + 65) | No | |
| 1042 | 15.000000 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "PARTY FAVOR" tag (processing sequence 113). 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 |
|---|---|---|---|---|---|---|---|
| 6397 | BAB - Custom Father Dad Essential - T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4524173 | GIRLS GIFT | |
| 6201 | Zeta Phi Beta Sorority, Incorporated - Amicae Coaster | 3345557 | GIFT, COASTERS | 3844205 | none | ||
| 13067 | Pawsome Party Adoption Box Party Favor | 3 ct | 2565470 | Toys & Games > Toys > Pretend Play > Pretend Professions & Role Playing | none | 3064118 | BOX | |
| 6265 | Zeta Phi Beta Sorority, Inc. (Archonette) Balloons | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | 860877 | SORORITY, BRIDAL PARTY, GIRLS GIFT, ZETA | |
| 6145 | Zeta Phi Beta Sorority, Inc. (Amicae) Balloons | 362224 | AMICAE | 860872 | SORORITY, BRIDAL PARTY, GIRLS GIFT, ZETA | ||
| 6186 | Zeta Phi Beta Key Chain Tag | 6558 | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | none | 505206 | SORORITY, SMALL, GIRLS GIFT, ZETA | |
| 6255 | Tote 5 - Zeta Phi Beta Sorority, Incorporated | 1042 | Luggage & Bags > Tote Bags | none | 499690 | BRIDE, ZETA | |
| 6334 | BAB - Royal Blue w/Pearls Artificial Flower Animal | 0 | GIFT | 498648 | none | ||
| 6175 | Zeta Phi Beta 10" Ceramic White Vase | -87374 | GIFT | 411274 | SORORITY, ZETA | ||
| 6336 | Zeta Phi Beta Sorority, Inc, Button Pin | -355829 | GIFT | 142819 | ZETA | ||
| 6278 | Zeta Phi Beta Sorority, Incorporated 1 - Button Pin/Coaster | -355829 | GIFT | 142819 | none | ||
| 6133 | Zeta Button Pin (Seal) | -355834 | AMICAE, GIFT | 142814 | none | ||
| 6459 | Insulated Wine Glass Tumbler - Zeta Doctor | -498648 | GIFT | 0 | SMALL, BRIDE | ||
| 6470 | Insulated Wine Glass Tumbler - The Educator | -498648 | GIFT | 0 | SMALL, BRIDE | ||
| 6496 | Insulated Wine Glass Tumbler - 1920 | -498648 | GIFT | 0 | SMALL, BRIDE | ||
| 6412 | Insulated Wine Glass Tumbler - Stay out of my quarantine “Bubble” | -498648 | GIFT | 0 | SMALL, BRIDE |