Fold 4 - Understanding why coefficient -11964077 was selected
Tag: PATTERNED
Selected Coefficient: -11964077
Taxonomy Path: -1.1.21.24
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -11964077 | 3.012818 | -1.1.21.24 | -24.21.1.1 (-(24*79^3 + 21*79^2 + 79 + 1)) | Yes | |
| -7476798 | 3.012818 | -1.1.13.15 | -15.13.1.1 (-(15*79^3 + 13*79^2 + 79 + 1)) | No | |
| -2140822 | 3.025316 | -1.2.27.4 | -4.27.2.1 (-(4*79^3 + 27*79^2 + 2*79 + 1)) | No | |
| -11352379 | 4.000160 | -0.0.2.23 | -23.2.0.0 (-(23*79^3 + 2*79^2)) | No | |
| 0 | 4.000160 | 0 | 0 (0) | No | |
| 1347343 | 5.000000 | 77.69.57.2 | 2.57.69.77 (2*79^3 + 57*79^2 + 69*79 + 77) | No |
These are the training products that have the "PATTERNED" tag (processing sequence 2280). 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 |
|---|---|---|---|---|---|---|---|
| 11831 | Desert Boots | 1347343 | SUEDE, 100-150, AD, CASUAL-SHOES, FALL | 13311420 | SIZE-11-5 | ||
| 8323 | Aboriginal Design Floormats Printed here in Australia | 0 | ART_DOORMAT | 11964077 | none | ||
| 11859 | Brody Bouquet Lapel Pin Brooch | -2140822 | GOLD, ACCESSORIES, AD | 9823255 | UNDER-50 | ||
| 11871 | Trevor Short Sleeve Linen Shirt | -7476798 | CLOTHING, COTTON | 4487279 | none | ||
| 11862 | Gavin Slim Plaid Suit | -11352379 | BLUE, AD, CLOTHING, LONG-SLEEVE | 611698 | Apparel & Accessories > Clothing > Suits > Pant Suits | SIZE-36R-30W, PLAID | |
| 11881 | Trapani Button Down Shirt | -11964077 | BLUE, AD, CLOTHING, COTTON, LONG-SLEEVE | 0 | none |