Table 4 Comparison of Recall (in %).

From: Comparative analysis of machine learning models for detecting water quality anomalies in treatment plants

No. of Samples

HML [14]

ANN [15]

HDFM [16]

IMLM [19]

DLA [20]

ASSA [22]

MLF [24]

TDLM [25]

MOOM [27]

Proposed

100

49.156

66.258

61.647

51.338

75.856

61.647

81.609

78.145

75.982

91.240

200

49.428

67.549

62.156

51.623

77.335

62.156

83.488

79.165

77.600

92.986

300

50.535

68.505

63.001

52.779

78.430

63.001

84.322

79.293

77.670

92.789

400

51.477

68.833

64.045

53.762

78.804

64.045

85.236

80.234

78.644

93.751

500

52.344

69.702

65.029

54.668

79.800

65.029

86.160

79.813

78.464

93.280

600

53.112

70.624

65.770

55.470

80.855

65.770

87.416

80.656

79.468

94.271

700

53.955

71.442

66.633

56.350

81.792

66.633

88.501

81.088

80.071

94.751

800

54.798

72.260

67.504

57.230

82.728

67.504

89.587

81.529

80.664

95.242

900

55.640

73.069

68.367

58.110

83.655

68.367

90.672

81.971

81.267

95.722

1000

56.483

73.888

69.230

58.990

84.592

69.230

91.757

82.412

81.870

96.213