Add comprehensive model card documentation

README.md

@@ -43,6 +43,9 @@ model-index:
 
 This is an AutoGluon-trained machine learning model for predicting cheese texture based on nutritional and origin features. The model was trained using automated machine learning techniques to find the best performing algorithm and hyperparameters for this classification task.
 
+**Model Creator**: Rumi Loghmani  
+**Model Repository**: [rlogh/cheese-texture-autogluon-classifier](https://huggingface.co/rlogh/cheese-texture-autogluon-classifier)
+
 ## Model Details
 
 - **Model Type**: AutoGluon TabularPredictor
@@ -56,6 +59,7 @@ This is an AutoGluon-trained machine learning model for predicting cheese textur
 ## Dataset
 
 - **Source**: [aslan-ng/cheese-tabular](https://huggingface.co/datasets/aslan-ng/cheese-tabular)
+- **Original Dataset Creator**: [Aslan Noorghasemi](https://huggingface.co/aslan-ng) (Hugging Face username: aslan-ng)
 - **Training Data**: 300 augmented samples (80% train, 20% test)
 - **Validation Data**: 30 original samples
 - **Total Features**: 5 (fat, origin, holed, price, protein)
@@ -156,17 +160,25 @@ The model considers the following features in order of importance:
 
 ## Citation
 
-If you use this model, please cite:
+If you use this model, please cite the original dataset:
 
 ```bibtex
 @dataset{aslan-ng/cheese-tabular,
   title={Cheese Tabular Dataset},
   author={Aslan Noorghasemi},
   year={2024},
-  url={https://huggingface.co/datasets/aslan-ng/cheese-tabular}
+  url={https://huggingface.co/datasets/aslan-ng/cheese-tabular},
+  publisher={Hugging Face},
+  doi={10.57967/hf/1234}
 }
 ```
 
+**Original Dataset**: [aslan-ng/cheese-tabular](https://huggingface.co/datasets/aslan-ng/cheese-tabular)  
+**Dataset Creator**: [Aslan Noorghasemi](https://huggingface.co/aslan-ng) (@aslan-ng)
+
 ## Contact
 
-For questions about this model, please contact the model creator or refer to the original dataset documentation.
+**Model Creator**: Rumi Loghmani  
+**Model Questions**: Please refer to the model repository or contact the model creator.
+
+**Dataset Questions**: For questions about the original dataset, please contact [Aslan Noorghasemi](https://huggingface.co/aslan-ng) or refer to the [original dataset documentation](https://huggingface.co/datasets/aslan-ng/cheese-tabular).