To predict kidney disease among individuals who have HIV.

Prerequisites

• python v3.7.3 must be installed
• The following packages must be installed:
  • pandas v0.24.2
  • numpy v1.16.2
  • logging
  • os
  • matplotlib v3.0.3
    • pyplot
  • seaborn v0.9.0
  • xlrd v0.9.0
  • pydotplus v2.0.2
  • sklearn v0.20.3
    • model_selection
    • preprocessing
    • tree
    • neural_network
    • externals.six
    • linear_model
    • metrics
  • sys

Execution

• Update parameters in frontend.py
• Update the names of the diseases in diseases.txt under vars directory
• Update the names of the features in features.txt under vars directory
• Execute python3 frontend.py from HIV_RF directory