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PM10AirQualityEstimation

Expired
Start: July 4, 2024Ends: July 25, 2024
Participants
248
Time Left
Ended
Subs/day
9
Challenge Overview

Hey there MachineHackers! 😎

Here we are with a new data science challenge to test your skills to predict/interpolate and provide estimations for PM10 measurement values across the instances provided within the test dataset using the patterns and features from the training set.

The measurements have been done at an hosrcy interval per day, but the dataset contains lags and missing measurements due to device malfunctions.

The test set contains the random instances from within the time range with respect to the training set and other successful & missing measurements besides PM10 values, that are to be estimated.

Problem Statement

This challenge focuses on building advanced machine learning models to solve real-world problems. Participants will work with carefully curated datasets and compete to achieve the best performance metrics.

Target Column: PM10
Metric: root_mean_squared_error
Level: Intermediate
Submissions: 9/day
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PM10 Air Quality Estimation

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    PM10 Air Quality Estimation | Hackathon Hackathon | MachineHack