Tag Coefficient Debug: VITALITY

Fold 1 - Understanding why coefficient -197764900 was selected

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Summary

Tag: VITALITY

Selected Coefficient: -197764900

Taxonomy Path: -13.1.9.6.5

Taxonomy Name:

Products with this tag: 5

Unique residual values tried: 5

Candidate Coefficients Tried

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?
-1977649003.000160-13.1.9.6.5-5.6.9.1.13 (-(5*79^4 + 6*79^3 + 9*79^2 + 79 + 13))Yes
-1977461773.000160-13.1.6.6.5-5.6.6.1.13 (-(5*79^4 + 6*79^3 + 6*79^2 + 79 + 13))No
04.00000000 (0)No
559244.00000071.75.88.75.71 (8*79^2 + 75*79 + 71)No
1977649004.00000013.1.9.6.55.6.9.1.13 (5*79^4 + 6*79^3 + 9*79^2 + 79 + 13)Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal SupplementsNo

Products with this Tag

These are the training products that have the "VITALITY" tag (processing sequence 3785). 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
19978Essential Vitality Support197764900Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal Supplementsnone395529800none
3135Mulberry Silk Luxury Sleep Mask by SleepDrops55924MEDITATION197820824REVITALISING
3175The Hemp Farm Kiwi Hemp Hearts0DELICIOUS197764900Health & Beauty > Health Care > Fitness & Nutrition > Vitamins & Supplements > Herbal SupplementsKETOGENIC
3112Hemp Connect Hemp Hearts - ON SALE!-197746177DELICIOUS, RAW, FATIGUE18723KETOGENIC, GUT HEALTH
3079Absolute Essential Base Chakra Oil (Organic)-197764900FAIR TRADE, FATIGUE0none