Project

• Title: AI Competition to predict power usage
• Goal: Measurement of power usage using building information and climate information
• Category: TimeSeries, Regression
• Tool Used: python, pandas, sklearn, xgboost, lightgbm
• Period: May, 2021 ~ June, 2021

Data

• Data: Building Data, Weather Data
• Shape: (122,400 * 10)
• From: Dacon(Korea Energy Angency)

Evaluation

• Metric: SMAPE
• Public Score : 21th(6.3%) / 6.11069
• Private Score: 13th(3.9%) / 5.589