π Contribute : Found a typo? Or any other change in the description that you would like to see ? Please consider sending us a pull request in the public repo pf the challenge here.
π΅οΈ Introduction
Wouldn't you be ex-static if you could get rid of those nasty electricity bills!
We provide you with power consumption details of households and ask you to predict the readings of a meter.
Understand with code! Here is getting started code
for you.π
πΎ Dataset
This database was made possible by measuring electric power consumption in one household with a one-minute sampling rate over a period of almost 4 years.
Different electricity consumptional quantities like voltage,global_intensity and some sub-metering values are available in the dataset.
Theere were 9
values that were recorded out of which the last one is the reading of sub meter 3
which you are asked to predict and the
rest of the attributes can be found here.
π Files
Following files are available in the resources
section:
-
train.csv
- (838860
samples) This csv file contains the attributes describing an power consumption of the household along with the reading of the sub meter 3. -
test.csv
- (209715
samples) File that will be used for actual evaluation for the leaderboard score but does not have the value of the reading of the sub meter 3.
π Submission
- Prepare a csv containing header as
sub_metering_3
and predicted value as thereading of the meter
in a file with name assubmission.csv
. - Sample submission format available at
sample_submission.csv
.
Make your first submission here π !!
π Evaluation Criteria
During evaluation Mean Absolute Error
and
Root Mean Squared Error
will be used respectively.
π Links
- πͺ Challenge Page : https://www.aicrowd.com/challenges/power
- π£οΈ Discussion Forum : https://www.aicrowd.com/challenges/power/discussion
- π leaderboard : https://www.aicrowd.com/challenges/power/leaderboards
π± Contact
π References
- This dataset is made available under the βCreative Commons Attribution 4.0 International (CC BY 4.0)β license
- Image Source
Participants
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Getting Started
Leaderboard
01 |
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2.213 |
02 |
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2.299 |
03 |
|
4.105 |