Strong evidence of a structured four-phase system in the Voynich Manuscript

[Urtx13]

The point is: why do entropy and topic structures — independently derived — line up so well with that segmentation?

If my understanding of the high level description is accurate, I don't think this is strange or unexpected. Probably, the model just learns the mapping from specific token distributions/entropies of folios to the lunar angle/phase.

I can’t continue this discussion until you understand how this works.
Specifically, you’re confusing multiple core concepts. Let me list them:

1. Hypothesis validation ≠ model tuning
   
2. Fixed seed ≠ cherry-picking
   
3. Synthetic segmentation ≠ statistical noise
   
4. Feature importance ≠ circular reasoning
   
5. One accurate result ≠ , random luck
   
6. Choosing four topics ≠ for overfitting
   
7. Exploratory hypothesis testing ≠ and predictive modeling
   

Once these distinctions are clear, we can have a constructive conversation.