Fold 1 - Understanding why coefficient 25411681 was selected
Tag: SMALL
Selected Coefficient: 25411681
Taxonomy Path: 0.0.0.0.1
Taxonomy Name:
Products with this tag: 12
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 25411681 | 7.000000 | 0.0.0.0.1 | 1.0.0.0.0 (25411681) | Yes | |
| -25411681 | 7.000000 | -0.0.0.0.1 | -1.0.0.0.0 (-(25411681)) | No | |
| -103799375 | 8.000003 | -2.2.1.6.4 | -4.6.1.2.2 (-(4*71^4 + 6*71^3 + 5041 + 2*71 + 2)) | No | |
| -52976013 | 8.000003 | -2.2.1.6.2 | -2.6.1.2.2 (-(2*71^4 + 6*71^3 + 5041 + 2*71 + 2)) | No | |
| -1078918 | 8.000008 | -2.2.1.3 | -3.1.2.2 (-(3*71^3 + 5041 + 2*71 + 2)) | No | |
| 5326 | 10.014085 | 1.4.1 | 1.4.1 (5041 + 4*71 + 1) | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | No |
| 20236 | 10.014085 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 352183413 | 11.000000 | 54.56.70.60.13 | 13.60.70.56.54 (13*71^4 + 60*71^3 + 70*71^2 + 56*71 + 54) | No |
These are the training products that have the "SMALL" tag (processing sequence 1244). 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 |
|---|---|---|---|---|---|---|---|
| 1514 | CHECKER QUILT JACKET BY SAJ | 352183413 | TOP, APPAREL, BABY, CHILDREN | 326771732 | none | ||
| 3885 | Wood Handle | 25411681 | MEDIUM, SHOP: WOOD | 0 | none | ||
| 3873 | Vine Sticks | 25411681 | MEDIUM, SHOP: BULK TOY PARTS | 0 | none | ||
| 3876 | Vine Twist Log | 25411681 | MEDIUM, SHOP: BULK TOY PARTS, SHOP: NEW PRODUCTS | 0 | none | ||
| 3894 | Wood Toss Rings | 25411681 | MEDIUM, SHOP: BULK TOY PARTS, SHOP: WOOD | 0 | none | ||
| 5930 | Lenese Front-Wrap Midi Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | -25391445 | none | |
| 6186 | Zeta Phi Beta Key Chain Tag | 5326 | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | CELEBRATE, HERS | -25406355 | BIRTHDAY, HANDMADE | |
| 3822 | Square Woven Foot Toy | -1078918 | LARGE, MEDIUM | -26490599 | none | ||
| 3835 | Star Treats | -25411681 | MEDIUM | -50823362 | none | ||
| 3836 | Sunflower Pot | -52976013 | MEDIUM, SHOP: HANGING TOYS | -78387694 | none | ||
| 3912 | ZuPreem - NutBlend Flavor | -103799375 | MEDIUM, SHOP: NEW PRODUCTS, SHOP: PARROT FOOD, SHOP: ZUPREEM | -129211056 | none | ||
| 3913 | ZuPreem - VeggieBlend Flavor | -103799375 | MEDIUM, SHOP: NEW PRODUCTS, SHOP: PARROT FOOD, SHOP: ZUPREEM | -129211056 | none |