October 2017
Beginner to intermediate
270 pages
7h
English
Content preview from Machine Learning for Developers
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Dataset description and loading
In this example, we will be using the Electricity Load Diagrams Data Sets, from Artur Trindade (https://archive.ics.uci.edu/ml/datasets/ElectricityLoadDiagrams20112014). This is the description of the original dataset:
"Data set has no missing values.
Values are in kW of each 15 min. To convert values in kWh values must be divided by 4.
Each column represent one client. Some clients were created after 2011. In these cases consumption were considered zero. All time labels report to Portuguese hour. However all days present 96 measures (24*15). Every year in March time change day (which has only 23 hours) the values between 1:00 am and 2:00 am are zero for all points. Every year in October time change day (which ...
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