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Table 2 Ablation experiment of the diverse approaches on the performance of scFTAT

From: scFTAT: a novel cell annotation method integrating FFT and transformer

 

ACC

F1

Precision

Recall

MCC

SVD

0.90

0.69

0.70

0.69

0.81

NMF

0.73

0.51

0.65

0.57

0.66

LLE

0.68

0.44

0.41

0.42

0.52

Supervised PCA

0.81

0.69

0.73

0.65

0.77

LDA

0.89

0.84

0.87

0.81

0.81

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BMC Bioinformatics

ISSN: 1471-2105

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