/Predict-The-Happiness

A binary classification problem based on costumer reviews

Primary LanguageJupyter Notebook

Predict-The-Happiness !!


https://www.hackerearth.com/challenge/competitive/predict-the-happiness/machine-learning/predict-the-happiness/

This was a contest to predict whether costumers were happy or not about a hotel and their service from their reviews.

Download Dataset

Data Description

You are given three files to download: train.csv, test.csv and sample_submission.csv The training data has 38932 rows and test data has 29404 rows.

Variable Description
User_ID unique ID of the customer
Description description of the review posted
Browser_Used browser used to post the review
Device_Used device used to post the review
Is_Response target Variable

Submission

A participant has to submit a csv file containing User_ID and predicted labels in a csv format. Check the sample submission file for format.

User_ID, Is_Response
id80132,happy
id80133,not_happy
id80134,not_happy
id80135,not_happy
id80136,happy

Evaluation Metric

Submission will be evaluated based on Accuracy score. Higher the better. To know more, read here.

Scripts