A New Support Vector Regression Model for Equipment Health Diagnosis with Small Sample Data Missing and Its Application

Table 6

Prediction results of missing data based on GA-SVR for Pump C.

Actual value	Single-variable predicted value	Multiple-variable predicted value	Dynamic weight combination predicted value
9.4516	9.3048	9.5537	9.4079
9.3964	9.3058	9.4623	9.3706
9.7349	9.6812	9.7615	9.7145
9.1048	9.1879	9.0531	9.1321
9.5237	9.5981	9.4552	9.5389
9.6634	9.6289	9.6801	9.6501