[D] Clustering high dimensional

I have a dataset containing multiple cancer cell lines (rows). The dataset features/columns are different genes, where each gene has a value based on their PDUI (polyadenylation site usage index) score (between 0 and 1). The dataset has 53 rows (cell lines) and 12,500 columns (genes).

For each cell line, I also have an IC50 value (taken from a different dataset) which shows resistance/sensitivity to an anti-cancer drug being developed. I would like to cluster the cell lines considering **all …

clustering machinelearning