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Table 1 The evaluation for prediction results

From: Trend prediction of the 3D thermocline’s lateral boundary based on the SVR method

Year-Mon

Tp

Ture

Predict

Precision

Recall

F1

1601

122

200

156

0.61

0.782051282

0.685393258

1602

124

167

142

0.74251497

0.873239437

0.802588997

1603

54

132

71

0.409090909

0.76056338

0.532019704

1604

54

153

65

0.352941176

0.830769231

0.495412844

1605

39

127

42

0.307086614

0.928571429

0.461538462

1606

66

117

84

0.564102564

0.785714286

0.656716418

1607

81

122

110

0.663934426

0.736363636

0.698275862

1608

87

165

107

0.527272727

0.813084112

0.639705882

1609

81

159

98

0.509433962

0.826530612

0.630350195

1610

95

176

118

0.539772727

0.805084746

0.646258503

1611

133

215

159

0.618604651

0.836477987

0.711229947

1612

121

208

134

0.581730769

0.902985075

0.707602339