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

Table 4

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

Actual value	Single-variable predicted value	Multiple-variable predicted value	Dynamic weight combination predicted value
16.9640	16.9023	17.0052	16.9502
16.8942	16.8425	16.9732	16.9033
16.7349	16.7745	16.6997	16.7397
16.6608	16.7177	16.6369	16.6801
16.6291	16.6791	16.6002	16.6424
16.7138	16.7330	16.7265	16.7300