Radar anti-jamming efficiency assessment credibility measurement realization method
A technology for performance evaluation and implementation methods, applied in informatics, special data processing applications, instruments, etc., to achieve the effects of strong subjectivity, simple operation, and improved accuracy
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[0035] Such as figure 2 As shown, this embodiment includes the following steps:
[0036] Step 1, collect training samples and samples to be tested:
[0037] In this embodiment, the credibility analysis of the radar anti-interference effectiveness evaluation is taken as an example, and the collected 140 sets of data are shown in Table 1;
[0038]
[0039] Table 1, Lightning anti-jamming effectiveness evaluation data
[0040] Step 2: Assess model credibility analysis
[0041] Step 2.1: Taking the support vector machine (SVM) evaluation model as an example, there are 75 groups of training samples and 65 groups of samples to be tested, including: 15 samples of the first type, 12 samples of the second type, and 18 samples of the third type , 20 samples of the fourth category. Using the SVM model to predict, there are 10 samples with incorrect prediction results. The predicted results are shown in the table below.
[0042] Error Rate is: 0.153846
[0043] Wrongly Predicte...
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