Fold 3 - Understanding why coefficient -930079 was selected
Tag: ECONOMICAL
Selected Coefficient: -930079
Taxonomy Path: -12.2.70.1
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| -930079 | 6.012658 | -12.2.70.1 | -1.70.2.12 (-(493039 + 70*79^2 + 2*79 + 12)) | Yes | |
| -2041057 | 6.012818 | -13.3.11.4 | -4.11.3.13 (-(4*79^3 + 11*79^2 + 3*79 + 13)) | No | |
| -7377112 | 6.012818 | -13.3.76.14 | -14.76.3.13 (-(14*79^3 + 76*79^2 + 3*79 + 13)) | No | |
| 320156731 | 6.025316 | 67.74.27.17.8 | 8.17.27.74.67 (8*79^4 + 17*79^3 + 27*79^2 + 74*79 + 67) | No | |
| 195723593 | 6.025316 | 66.73.76.1.5 | 5.1.76.73.66 (5*79^4 + 493039 + 76*79^2 + 73*79 + 66) | No | |
| 46533226 | 8.000000 | 14.4.30.15.1 | 1.15.30.4.14 (38950081 + 15*79^3 + 30*79^2 + 4*79 + 14) | No | |
| -93 | 8.000000 | -14.1 | -1.14 (-(79 + 14)) | No | |
| 0 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "ECONOMICAL" tag (processing sequence 1274). 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 |
|---|---|---|---|---|---|---|---|
| 3101 | Global Soap Shampoo Bars | 320156731 | BABIES, BATHROOM, CAMPING, CLEANSE | 321086810 | HAIR CARE, SOAP BAR | ||
| 3098 | Global Soap Detox Skin Bar | 195723593 | BABIES, BATHROOM, CLEANSE | 196653672 | SOAP BAR | ||
| 3097 | Global Soap Conditioner Bars | 46533226 | CAMPING | 47463305 | HAIR CARE, SOAP BAR | ||
| 3088 | Natural Solutions 100% Pure East Cape Mānuka Oil | 0 | ORGANIC, ACNE, ALLERGY, BEACH, CAMPING | 930079 | FIRST AID, HOUSEHOLD INGREDIENTS | ||
| 3161 | Absolute Essential Orange Sweet Essential Oil (Organic) | -93 | FACIAL, BATHROOM | 929986 | HOUSEHOLD INGREDIENTS | ||
| 3022 | Aotearoad Natural Eco-Friendly Stick Deodorant - Wild Orange & Cedarwood | -930079 | DEODORANT, CAMPING, DERMATITIS | 0 | none | ||
| 2967 | Aotearoad Natural Eco-Friendly Stick Deodorant - Zesty Bergamot & Lime | -930079 | DEODORANT, CAMPING, DERMATITIS | 0 | none | ||
| 3162 | Organic Formulations Natural Roll-on Deodorants | -2041057 | DEODORANT, ORGANIC | -1110978 | SKIN | ||
| 2959 | Aotearoad Natural Eco-Friendly Stick Deodorant - Rose & Vanilla | -7377112 | DEODORANT, ROSE, CAMPING, DERMATITIS | -6447033 | none |