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Table 11 Performance of different models without adding historical pest values on dataset p1

From: Occurrence prediction of pests and diseases in cotton on the basis of weather factors by long short term memory network

Metrics

LSTM

KNN

Random Forest

SVM

ACC

0.8393

0.8135

0.8423

0.7485

AUC

0.8994

0.7515

0.7845

0.5453

F1-score

0.6920

0.6338

0.6861

0.2009

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BMC Bioinformatics

ISSN: 1471-2105

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