Fold 3 - Understanding why coefficient 1004968 was selected
Tag: CHOCOEVE
Selected Coefficient: 1004968
Taxonomy Path: 9.2.3.2
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate
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? |
|---|---|---|---|---|---|
| 1004968 | 4.000160 | 9.2.3.2 | 2.3.2.9 (2*79^3 + 3*79^2 + 2*79 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | Yes |
| 1928636 | 4.000160 | 9.2.72.3 | 3.72.2.9 (3*79^3 + 72*79^2 + 2*79 + 9) | No | |
| -2964809 | 5.000000 | -18.4.1.6 | -6.1.4.18 (-(6*79^3 + 6241 + 4*79 + 18)) | No | |
| -2022413 | 5.000000 | -13.4.8.4 | -4.8.4.13 (-(4*79^3 + 8*79^2 + 4*79 + 13)) | No | |
| -1017445 | 5.000000 | -4.2.5.2 | -2.5.2.4 (-(2*79^3 + 5*79^2 + 2*79 + 4)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "CHOCOEVE" tag (processing sequence 3325). 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 |
|---|---|---|---|---|---|---|---|
| 2776 | Dark Chocolate Bars with Cocoa Nibs | 1928636 | DELICATE | 923668 | none | ||
| 2767 | ChocoEve Matcha 4 Piece Gift Box | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 0 | none | |
| 2777 | Pili Nut Clusters | 0 | DARK CHOCOLATE, DELICATE | -1004968 | none | ||
| 2771 | ChocoEve Organic Hot Chocolate - Green Tea Flavored | -1017445 | ORGANIC | -2022413 | none | ||
| 2773 | ChocoEve Organic Hot Chocolate - Dark | -2022413 | ORGANIC, DARK CHOCOLATE | -3027381 | none | ||
| 2763 | ChocoEve 8 Piece Gift Box | -2964809 | MILK CHOCOLATE, GIFT BOX, DARK CHOCOLATE | -3969777 | none |