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A generalizable approach to imbalanced classification of residential electric space heat
Christopher S. Lee
,
Zhizhen Zhao
,
Ashlynn S. Stillwell
Electrical and Computer Engineering
Coordinated Science Lab
Statistics
Mathematics
Carl R. Woese Institute for Genomic Biology
Civil and Environmental Engineering
Prairie Research Institute
Center for Social & Behavioral Science
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Keyphrases
Chicago
33%
Class Imbalance
33%
Climate Technology
33%
Data Quality
33%
Data-driven Approach
33%
Electric
100%
Electricity Consumption
33%
Electricity Consumption Pattern
33%
Energy Technology
33%
Household Demand
33%
Imbalanced Classification
100%
Knowledge Distillation
33%
Low Temperature
33%
Meter Data
66%
New Dataset
33%
Primary Space
33%
Residential Electricity
33%
Residential Electricity Consumption
33%
Single-family
33%
Smart Energy Meter
100%
Smart Meter
33%
Smart Meter Data
33%
Space Heat
100%
Space Heating
66%
Temperature Profile
33%
Urban Climate
33%
Weather Conditions
33%
Weighted Logistic Regression
33%
Engineering
Consumption Pattern
50%
Electricity Consumption
50%
Energy Technology
50%
Limitations
50%
Low-Temperature
50%
Quality Data
50%
Research Issue
50%
Smart Meter
100%
Space Heating
100%
Temperature Profile
50%