ADSWP_NN
Here you can find the code to the article "Gladiators Ready" from Gawlowski K., Condon J., Harrington J., Ruffini D. - published in "The Actuary" in March, available from link
Repository Structure:
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the_actuary.R script references the other analysis from the repository to run the modelling pipeline.
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models/ folder contains three scripts with unifying training functions for CANN, LocalGLMnet and a neural net.
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other
- "init": contains the data work and a set of functions for encoding and results analysis
- "init_py": used to access a Python environment with Tensorflow library
- final_results.rds - contains the results reported in the article
- freMTPL2freq.csv - dataset used.
