HackerEarth Machine Learning Challenge: Resolving citizens’ grievances

Problem statement

Human rights are one of the key conditions for an individual or a community to thrive. All citizens should be allowed to exercise their basic rights irrespective of race, sex, national or social origin, religion, political or other views, and more, to live with dignity, freedom, equality, justice, and peace.   

You work for a non-governmental organization that helps people voice their grievances. With your expertise in Machine Learning, you plan to develop a predictive model that will help the government prioritize grievances of complainants for resolution. Build a sophisticated Machine Learning model that predicts the importance of a citizen’s grievance while considering various articles, constitutional declarations, enforcement, resources, and so on.

Dataset

The dataset consists of grievances of various people living in a country.

The benefits of practicing this problem by using Machine Learning techniques are as follows:

• This challenge encourages you to apply your Machine Learning skills to build a model that predicts the importance of a citizen’s grievance based on given parameter values.
• This challenge will help you enhance your knowledge of classification actively. It is one of the basic building blocks of Machine Learning and Artificial Intelligence.

We challenge you to build a model that successfully predicts the  importance of a citizen’s grievance while considering various articles, constitutional declarations, enforcement, resources, and so on.

Prizes

Considering these unprecedented times that the world is facing due to the Coronavirus pandemic, we wish to do our bit and contribute the prize money for the welfare of society.

Overview

Machine Learning is an application of Artificial Intelligence (AI) that provides systems with the ability to automatically learn and improve from experiences without being explicitly programmed. Machine Learning is a Science that determines patterns in data. These patterns provide a deeper meaning to problems. First, it helps you understand the problems better and then solve the same with elegance.

Here’s presenting HackerEarth’s Machine Learning challenge: Resolving citizens’ grievances

This challenge is designed to help you improve your Machine Learning skills by competing and learning from fellow participants.

Why should you participate?

• To analyze and implement multiple algorithms and determine which is more appropriate for a problem
• To get hands-on experience in Machine Learning problems

Who should participate?

• Working professionals
• Data Science or Machine Learning enthusiasts
• College students (if you understand the basics of predictive modeling)

Tutorials

• Machine Learning practice

1. Your output will be evaluated only for 50% of the test data while the contest is running. Once the contest is over, output for the remaining 50% of the data will be eval...