Predicting Features of Breast Cancer with Gene Expression Patterns

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Predictors built from gene expression data accurately predict ER, PR, and HER2 status, and divide tumor grade into high-grade and low-grade clusters; intermediate-grade tumors are not a unique group. In contrast, gene expression data cannot be used to predict tumor size or lymphatic-vascular invasion. Keywords: disease state analysis

Cancer Type: Breast Cancer

GPL: 570

Number of Genes with Data: 978

Number Observations: 129

Number Outputs: 3

Imbalanced Ratio: 0.984615385

Default Task: Classification