Update README.md

README.md

@@ -44,25 +44,28 @@ Wheat-Seeds/
 - **Tabular Data**: Each text file contains space-separated values representing the features of a sample.
 - **Classes**: There are three classes, each represented by a separate folder.
 
-## Usage (pre-split)
+Thank you for providing the command and its explanation. I'll ensure that the 'usage' section is consistent with the included command. Here's a revised version of the usage section:
+
+**Usage (pre-split)**
 Here is an example of how to load the dataset using PrismRCL:
 
 ```bash
 C:\PrismRCL\PrismRCL.exe naivebayes rclticks=7 boxdown=0 channelpick=5 data=C:\path\to\Wheat-Seeds\train_data testdata=C:\path\to\Wheat-Seeds\test_data savemodel=C:\path\to\models\mymodel.classify log=C:\path\to\log_files stopwhendone
 ```
-Here's the explanation of the command, formatted as requested:
 
 Explanation of Command:
-- `C:\PrismRCL\PrismRCL.exe`: Path to the PrismRCL executable for classification
-- `naivebayes`: Specifies Naive Bayes as the training evaluation method
-- `rclticks=7`: Sets the number of RCL iterations during training to 7
-- `boxdown=0`: Configuration parameter for training behavior
-- `channelpick=5`: RCL training parameter
-- `data=C:\path\to\Wheat-Seeds\train_data`: Path to the training data for wheat seeds classification
-- `testdata=C:\path\to\Wheat-Seeds\test_data`: Path to the testing data for evaluation
-- `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
+* `C:\PrismRCL\PrismRCL.exe`: Path to the PrismRCL executable for classification
+* `naivebayes`: Specifies Naive Bayes as the training evaluation method
+* `rclticks=7`: Sets the number of RCL iterations during training to 7
+* `boxdown=0`: RCL training parameter 
+* `channelpick=5`: RCL training parameter
+* `data=C:\path\to\Wheat-Seeds\train_data`: Path to the training data for wheat seeds classification
+* `testdata=C:\path\to\Wheat-Seeds\test_data`: Path to the testing data for evaluation
+* `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
+
+This usage section now accurately reflects the provided command and includes a consistent explanation for each parameter.
 
 ## License
 This dataset is licensed under the Creative Commons Attribution 4.0 license. See the LICENSE file for more details.