Project Report Format
- Introduction to the designed system/experiment (project work)
- The analytical model
- Pre-processing (stemming, lemmatization, tokenization…)
- Weigthing Schemes (if used)
- Feature Selectors if used
- Formal description of any new model added
- Initial Software description (brief)
- Used Functions
- Interface (Java classes if applicable)
- System/model implementation description
- Procedure/Object Diagram
- Interfaces to the basic software
- Experiment Description:
- Data (corpora)
i.
Number of documents/instances
ii. Number of categories
iii. Number of features
- Parameterization (thresholds and other values)
- Number of documents in test and training set
- If used, also describe the validation-set
- Result presentation:
- For all categories (Microaverage and Macroaverage of Precision, Recall and F1-measure)
- Single category
- Baseline systems or previous work systems' results
- Comparative Tables from the baseline to the best model (passing trough the other models)
- Precision/Recall graph by varying threshold
- Discussion
- Basic considerations on the starting software and the obtained improvement (of such software)
- Implementation
problems and some characteristics of implemantation (e.g. computational
complexity, execution time and usability).
- Comparison among different presented models (explanation of the improvement or decrease in accuracy)
- Conclusion
- The main (and few) main points and results of your work