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EURASIP Journal on Wireless Communications and Networking

Table 8 Generalization capability of four models

From: Measurement and evaluation method of radar anti-jamming effectiveness based on principal component analysis and machine learning

Algorithm model

\(z_{1}\)

\(z_{2}\)

 

Te

Ve

Te

Ve

CART

0.631

2.272

0.437

1.558

Random forest

0.991

1.861

0.623

1.227

Xgboost

0.0005

1.982

0.0004

1.687

SVM

0.099

2.174

0.12

0.988

  1. Te and Ve, respectively, denote the training error and the verification error
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