Gene expression data classification using topology and machine learning models

BMC Bioinformatics

Table 3 Comparison with standard feature selection methods

Dataset	Variance threshold	Select K-best	PCA	UMAP	Topo-relevant gene
Human dengue	92.26	93.41	74.21	85.39	97.84
Human bone marrow	95.37	92.25	76.50	100.00	99.72
Human bowel disease	61.62	61.69	61.62	61.63	96.63

The bold values indicate highest accuracy obtained for the feature selection methods

ISSN: 1471-2105