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. 2024 Feb 14;25:69. doi: 10.1186/s12859-024-05679-9

Table 3.

Summary of datasets for each analysis

Dataset Categories Number of features Sample Size Task
in each view
Holm Breast Cancer Died: 65 View 1, gene expression, 469 Training n=112 Classification and
Study Survived: 103 View 2, methylation, 334 Testing n=56 Clustering
LGG Dataset Grade 2: 246 View 1, methylation, 9691 Training n=410 Classification
Grade 3: 264 View 2, miRNA, 235 Testing n=100
View 3, mRNAseq, 7603
Shear Transformed Hand-written digits 0 to 9 View 1, digits, 784 Training n=60000 Classification and
MNIST Dataset count ranging from 5400 to 6800 View 2, digits, 784 Testing n=10000 Reconstruction