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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

MetricsLSTMKNNRandom ForestSVM
ACC0.83930.81350.84230.7485
AUC0.89940.75150.78450.5453
F1-score0.69200.63380.68610.2009