Handles missing values and makes more data available
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Documentation for package ‘HarmonizR’ version 1.4.0
Help Pages
| binary_matrix_reduction | Creating a binary existence matrix |
| blocking | Blocking |
| build_key_list | Creation of keys |
| fetch_batch_overview | Fetching batch list |
| find_na | Finding NAs for the sorting process |
| format_from_S4 | Format data taken from S4 |
| format_to_s4 | Format data taken from HarmonizR back to S4 |
| harmonizR | Main function |
| jaccard | Jaccard-based sorting |
| jaccard_index_absence | Jaccard index on zeroes (absence) |
| jaccard_index_existence | Jaccard index on ones (existence) |
| read_description | Reading description |
| read_main_data | Reading main data |
| rebuild | Rebuilding |
| sorting | Sorting the input data.frame |
| splitting | Splitting |
| spotting_missing_values | Spotting |
| unique_removal | Remove unique combinations |
| visual | Visualize feature means |
| visual2 | Visualize sample means |
| visual3 | Visualize CV |