Update README.md

README.md

@@ -36,17 +36,16 @@ Cancer_Documents_Classification/
 - **Tabular Data**: Each text file contains space-separated values representing the features of a sample.
 - **Categories**: There are multiple categories, each represented by a separate folder based on the type of publication.
 
-## Usage
+## Usage (not pre-split; optimal parameters)
 Here is an example of how to load the dataset using PrismRCL:
 
 ```bash
-C:\PrismRCL\PrismRCL.exe chisquared rclticks=10 boxdown=0 data=C:\path\to\Cancer_Documents_Classification\train_data testdata=C:\path\to\Cancer_Documents_Classification\test_data savemodel=C:\path\to\models\mymodel.classify log=C:\path\to\log_files stopwhendone
-```
+C:\PrismRCL\PrismRCL.exe chisquared rclticks=15 boxdown=0 channelpick=5 data=C:\path\to\Cancer_Documents_Classification_mm testsize=0.1 savemodel=C:\path\to\models\mymodel.classify log=C:\path\to\log_files stopwhendone```
 
 Explanation:
 - `C:\PrismRCL\PrismRCL.exe`: classification application
 - `chisquared`: training evaluation method
-- `rclticks=10`: RCL training parameter
+- `rclticks=15`: RCL training parameter
 - `boxdown=0`: RCL training parameter
 - `data=C:\path\to\Cancer_Documents_Classification\train_data`: path to training data
 - `testdata=C:\path\to\Cancer_Documents_Classification\test_data`: path to testing data