Evaluation of the confusion matrix method in the validation of an automated system for measuring feeding behaviour of cattle

Salla Ruuska,Wilhelmiina Hämäläinen,Sari Kajava,Mikaela Mughal, Pekka Matilainen,Jaakko Mononen

Behavioural Processes（2018）

引用 111|浏览15

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摘要

•Device validation with confusion matrices was evaluated empirically.•Assessments by confusion matrices, error indices and linear regression were compared.•Confusion probabilities help to analyse reasons for errors and their importance.

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关键词

Validation,Confusion matrix,Linear regression,Error indices,Confusion probabilities,Feeding behaviour

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