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Table 8 The list of parameters for LSTM network and other compared methods

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

MethodsParameters
LSTMlr=1; l fc=2[5,1]; units_r=5
SVMtype=’LinearSVC’; C = 10
KNNweights=’distance’; n_neighbors=3; algorithm=’ball_tree’; p = 2
Random Forestn_estimators=100