Update README.md

README.md

@@ -16,21 +16,21 @@ The **Brain Cancer Dataset** is designed for classification tasks using Lumina A
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 ## Example Training Command (not pre-split; optimal parameters)
-
 ```bash
 C:\PrismRCL\PrismRCL.exe fractal imaginary rclticks=45 boxdown=4 channelpick=4 data=C:\path\to\Brain-Tumor-MRI-2c-Aug-all testsize=0.1 savemodel=C:\path\to\models\mymodel.classify log=C:\path\to\log_files stopwhendone
 ```
 
 ### Explanation:
-- **C:\PrismRCL\PrismRCL.exe:** Path to the PrismRCL executable for classification.
-- **chisquared:** Training evaluation method.
-- **rclticks=45:** Number of RCL iterations during training.
-- **boxdown=0:** Configuration parameter for training behavior.
-- **data=C:\path\to\Brain-Cancer\train:** Path to the training data.
-- **testdata=C:\path\to\Brain-Cancer\test:** Path to the testing data for evaluation.
-- **savemodel=C:\path\to\models\brain_cancer_model.classify:** Path to save the trained model.
-- **log=C:\path\to\log_files:** Path to log files for tracking the training process.
-- **stopwhendone:** Ends the PrismRCL session once training is complete.
+- **C:\PrismRCL\PrismRCL.exe:** Path to the PrismRCL executable for classification
+- **fractal imaginary:** Specifies the fractal imaginary method for training evaluation
+- **rclticks=45:** Sets the number of RCL iterations during training to 45
+- **boxdown=4:** Configuration parameter for training behavior
+- **channelpick=4:** RCL training parameter
+- **data=C:\path\to\Brain-Tumor-MRI-2c-Aug-all:** Path to the complete dataset for Brain Tumor MRI classification
+- **testsize=0.1:** Specifies that 10% of the data should be used for testing
+- **savemodel=C:\path\to\models\mymodel.classify:** Path to save the resulting trained model
+- **log=C:\path\to\log_files:** Directory path for storing log files of the training process
+- **stopwhendone:** Instructs PrismRCL to end the session once training is complete
 
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