adding report template

Delete_Later_report.txt

@@ -1 +1,49 @@
-Report section: 
+Report section: 
+Title Page
+    • Title: Term Project
+    • Authors:  Saksham Lakhera and Ahmed Zaher
+    • Course: CSE 555 — Introduction to Pattern Recognition
+    • Date: July 20 2025
+Abstract
+  • One concise paragraph summarizing the problem, method, key results, and significance
+Keywords (optional)
+  • 4 – 6 technical terms that index your paper (e.g., “pattern recognition, machine learning, CNN, EEG”)
+Introduction
+  • Problem statement and motivation
+  • Objectives and contributions
+  • Outline of the paper
+Background / Related Work
+  • Survey of prior methods and the state of the art
+  • Clear positioning of your approach relative to existing literature
+Dataset and Pre-processing
+  • Data source(s), collection or selection criteria
+  • Cleaning, normalization, augmentation, class balancing, etc.
+Methodology
+  • Theoretical foundations and algorithms used
+  • Model architecture, feature extraction, hyper-parameters
+  • Assumptions and justifications
+Experimental Setup
+  • Hardware / software environment
+  • Train / validation / test split, cross-validation strategy
+  • Evaluation metrics (accuracy, F1-score, ROC-AUC, etc.)
+Results
+  • Quantitative tables and charts
+  • Qualitative examples (e.g., confusion matrix, sample outputs)
+  • Statistical significance tests where applicable
+Discussion
+   • Interpretation of results (why methods worked or failed)
+   • Comparison with baselines or published benchmarks
+   • Limitations of your study
+Conclusion
+   • Recap of contributions and findings
+   • Practical implications
+Future Work
+   • Concrete next steps or open problems
+Acknowledgments (if appropriate)
+   • Funding sources, collaborators, data providers
+References
+   • Properly formatted bibliography (IEEE, APA, etc.)
+Appendices (optional)
+   • Supplementary proofs, additional graphs, extensive tables, code snippets
+
+