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

Table 5

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

Actual value	Single-variable predicted value	Multiple-variable predicted value	Dynamic weight combination predicted value
15.1519	15.3855	14.9987	15.2222
14.2496	13.7533	14.4974	14.0675
12.8249	12.5942	13.0492	12.7863
12.9940	12.5854	13.1238	12.8128
12.3819	12.5935	11.9923	12.3396
12.4991	12.8678	12.2324	12.5995