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MethodsMachine learningIsolation-forest anomaly ranking of pages
Method · machine learning

Isolation-forest anomaly ranking of pages

Machine learningVersion 1.0Licence MIT4 runsUsed on 1 mystery

How it works

Compared with: Latin of the manuscript's genres, slot-grammar text and the manuscript shuffled across pages, all in the same lines.

Code Python

Download module (.py)methods_ind.pyView source

Runs and results 4 runs

RunMysteryMeasuredResultAgainstDate
RUN-228VoynichMedian score0.41Latin 0.414 · slot 0.419 · shuffled 0.40122 Oct
RUN-227VoynichTop score0.55Latin 0.499 · slot 0.603 · shuffled 0.55222 Oct
RUN-145VoynichMedian score0.417Latin 0.432 · slot 0.429 · shuffled 0.41722 Oct
RUN-144VoynichTop score0.557Latin 0.528 · slot 0.618 · shuffled 0.5222 Oct

Applied to

Voynich Manuscript
3 datasetsExploration split, Latin genre texts, ZL3b transcription
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