Classification of Financial Crises in the African Continent using Support Vector Machine Method in Python.
# Classification of Financial Crises in the African Continent
Classification of Financial Crises in the African Continent using Support Vector Machine Method in Python.
1. Business Understanding:
- Background and Problems
- Object
- Formulation of the problem
- Purpose
2. Methodologies, preparation and analysis
- Data requirements
- Data collection
- Data understanding
- Data preparation and analysis
- Early visualization
3. Data Modeling
- Modeling
- Examples of analytical results
- Visualization (result of model)
4. Evaluation
- Evaluation using Confusion Matrix (precision, recall, f-measure, accuracy)
- Analysis the result
5. Conclusions and Suggestions