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Table 3 Accuracies for different clustering methods with different number of clusters (k): Zone3

From: Neural network-based clustering for agriculture management

 

k

HAC_AVG

HAC_CONN

SC

SC_CONN

SOM

30

77.2

81.2

77.9

81.2

 

20

76.2

79.3

79.3

80.8

 

10

76.2

78.4

80.5

78.9

NG

30

71.2

73.1

74.8

80.3

 

20

55.4

59.0

76.6

77.6

 

10

54.5

54.8

74.4

77.1

  1. HAC_AVG: Hierarchical agglomerative clustering (HAC) with average linkage, HAC_CONN: HAC with CONN linkage, SC: spectral clustering, SC_CONN: spectral clustering with CONN similarity.