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Table 4 Example rule-based model

From: Identification of combinatorial host-specific signatures with a potential to affect host adaptation in influenza A H1N1 and H3N2 subtypes

Rule

Accuracy (%)

Support

Decision coverage (%)

IF P435 = I THEN host = Human

99.9

5128

98.4

IF P200 = S THEN host = Human

99.9

4052

77.8

IF P10 = Y THEN host = Human

99.8

3998

76.7

IF P88 = S THEN host = Human

99.9

3989

76.5

IF P6 = V THEN host = Human

99.8

3936

75.5

IF P222 = R THEN host = Human

99.9

3823

73.4

IF P220 = T THEN host = Human

100.0

3584

68.8

IF P516 = K THEN host = Human

99.9

1818

34.9

IF P200 = P and P222 = K THEN host = Avian

91.3

229

97.7

IF P130 = K THEN host = Avian

91.3

218

93.0

IF P2 = E and P222 = K THEN host = Avian

96.2

208

93.5

IF P137 = A and P544 = L THEN host = Avian

96.1

205

92.1

IF P78 = L and P435 = V THEN host = Avian

97.1

204

92.5

IF P9 = F THEN host = Avian

98.5

204

93.9

IF P6 = F THEN host = Avian

98.2

169

77.6

IF P14 = V THEN host = Avian

99.4

165

76.6

IF P173 = T THEN host = Avian

98.7

158

72.9

  1. The model presented here is for the HA protein of the H1N1 subtypeModels for the other proteins of both the subtypes are listed in Additional file 2