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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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0111 · Feb 202019922001200920172026
1 result for “F1score”
Machine learning approaches for identifying prey handling activity in otariid pinnipedscs.LG

This paper uses ML to identify prey handling in seals.

problem Automatically classify prey handling activity in seals for monitoring.
method Developed and compared three ML algorithms: Input Delay Neural Networks, Support Vector Machines, and Echo State Networks.
result Echo State Networks outperformed other algorithms in terms of accuracy and F1score.
Machine LearningSealsPrey HandlingEcho State NetworksF1score
2020-02-10abs ↗pdf ↗