This Jupyter Notebooks is an initial machine learning study of the application of sklearn neural network MLP Classifier model. The model is applied to dataset MotorPremiums, which is supplied separately in .csv format.
This file contains 8 main sessions:
- Data Exploration
- Basic Data Cleaning
- Definition of Target
- Train, Test, Validate subsets split
- Model Fitting
- Predictions on Validation Subset
- Predictions on Test Subset