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Applying the majority voting rule on the classification scores of all short-time windows extracted from the entire frame, the proposed method achieves perfect result in classifying the Doppler spectrogram.
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Even at the 30% noise level the grow method achieved perfect classification with 297 305 genes and the shrink method achieved perfect classification with 340 342 genes.
These results indicate that compared to some classification algorithms, the proposed the GVCA method can achieve perfect average performance, which fully displays its strong stability and perfect performance.
The experimental results show that the proposed PCAI8 method also has the best performance in resisting mild JPEG compression and achieves perfect detection.
It can be observed from Table 3 Hong's learning-based method [18] achieves an average AEI accuracy around 94%; whereas the proposed scheme achieves perfect AEI accuracy, i.e., 100%, for the same dataset.
The HMM-based model 1 achieves perfect sensitivity, although it produces the most FPs.
The fusion method achieved almost perfect results on the CASIA-I dataset due to the good quality of its samples.
Since the sample size M is only around 2.2 times the signal sparsity k 0, the standard l 1 method does not yield good recovery results, whereas the mixed l 2/l 1 method and the non-convex l q (q = 0.5) method achieve near perfect recovery of the original signal.
Moreover, the DG3PD method achieves the goal of perfect reconstruction by summation of all components better than the other considered methods.
Our method achieves very good performance in the case of high-quality MP3 files: indeed, for BR2 equal to 192 kbit/s, our method achieves an almost perfect classification performance irrespective of the audio segment duration.
Physical layer security is a potential supplement for the cryptographic methods and an effective technique to achieve perfect secrecy rate against eavesdropping.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com