100 Days of ML Day 63 - HackerEarth Airplane Accident Severity Challenge Part 3

100 Days of ML Day 63

HackerEarth Airplane Accident Severity Challenge Part 3

Since many features roughly follow normal distribution(observed using plots) I tried using multivariate normal pdf to predict which of the four severity does the accident most likely belong. But results were terrible even on the training set(42% accuracy). No improvements on the leaderboard.

Code: https://github.com/hithesh111/Hith100/blob/master/100Days/day063.ipynb

Competition: https://www.hackerearth.com/challenges/competitive/airplane-accident-severity-hackerearth-machine-learning-challenge/

Leaderboard: https://www.hackerearth.com/challenges/competitive/airplane-accident-severity-hackerearth-machine-learning-challenge/leaderboard/how-severe-can-an-airplane-accident-be-03e7a3f1/