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Analysis of Aviation Data

A predictive model for plane crashes by analysing past aviation data

Problem Statement

What is the probability that a plane crash will result in fatalities?

Functionality

  1. Determined the best three variables for predicting whether a plane crash will be fatal
  2. Dataset preparation by filling in missing values, removing too old values and values in different geographical locations, and enumerated the severity of fatality.
  3. Calculated Classification Accuracies of individual variables using Goodness of Fit models, Confusion Matrix and Decision Trees

Documentation

  1. Final datset: AviationData(Final).csv
  2. Presentation with a summary of the project: FS5T04.pptx

Developed by:

  1. Bachhas Nikita
  2. Ernest Tan Yan Heng
  3. Jin Han
  4. Leong Hao Zhi