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Table 3 Performance of classification model in training sets and independent testing sets

From: Diversity and enterotype in gut bacterial community of adults in Taiwan

  

T1

T2

T3

Accuracy

Sensitivity

Train

93.3% (28/30)

97.2% (35/36)

100% (40/40)

97.2% (103/106)

Test

93.8% (15/16)

79.3% (23/29)

83.3% (25/30)

84.0% (63/75)

Group-specifica specificity

Train

98.7% (75/76)

100% (70/70)

97.0% (64/66)

 

Test

88.1% (52/59)

89.1% (41/46)

100% (45/45)

 

Group-specifica precision

Train

96.6% (28/29)

100% (35/35)

95.2% (40/42)

 

Test

68.2% (15/22)

82.1% (23/28)

100% (25/25)

 
  1. aGroup-specific specificity, e.g., T1/non-T1