Description Usage Arguments Value Author(s)
View source: R/train_classification_celllines.R
Train KBMTL classifer on Breast Cancer celllines
1 2 3 | train_classification_celllines(combined_matrix, train_idx,
cell_line_response = "cell_line_response_threshold_0.50_large_and_small_screen.RData",
targetid = "target_id.txt", genelist = "Trusight_genes.csv")
|
combined_matrix |
(string): Tab separated table containing training and test data. Genes are in the rows and samples are in the columns. |
train_idx |
(numeric): Numeric comma separated list of index of the columns that contain the training data from the table in path_to_combined. Index 0 is the gene names. Ranges are colon spearated. eg. 1,2,4:10 |
cell_line_response |
(string): cell_line_response_threshold_0.50_large_and_small_screen.RData. Cell line are rows and drugs are columns. |
targetid |
(string): path to target_id.txt. Converts to HUGO identifiers and filters to protein coding genes. |
genelist |
(string): path to gene list Trusight.csv. Used to filter genes associated with cancer. Make sure gene identifiers match. |
smmart_trained_machine_learning_model.RData
Janice Patterson
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