27 lines
809 B
Markdown
27 lines
809 B
Markdown
# Data Preprocess
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## What is this folder
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This folder contains the files for pre-processing.
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We divide each processing method into their respective folders to modularize the
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pre-processing methods. This helps to make it easier to test different methods
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and reduce coupling between stages.
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## Instructions
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First, we apply the pre-processing by running code from the desired folder.
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Using `no_preprocess` directory as an example:
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- `cd no_preprocess`
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- Follow the instructions found in the sub-directory
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- After code execution, the processed file will be placed into
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`exports/preprocessed_data.csv`
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We then run the data split code to create our k-fold splits.
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- `cd` back to the `data_preprocess` directory
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- `python split_data.py`
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You will now have the datasets in `exports/dataset/group_{1,2,3,4,5}` |