Table 14 Final flocculation efficiency outputs.

From: Adaptive optimization of natural coagulants using hybrid machine learning approach for sustainable water treatment

Sample ID

Initial efficiency (%)

Optimized efficiency (%) (proposed model)

Efficiency (%) (method5)

Efficiency (%) (method8)

Efficiency (%) (method18)

001

85

94

80

85

87

002

88

96

83

88

90

003

80

91

78

84

86

004

88

95

83

89

90

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