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| 가상민 | 강승현 | 김채원 | 이소영B | 최장원 |
| 팀장, Missing values, outlier detection, modeling | Data EDA_modeling | BaseLine_modeling_EDA | Tree, Linear Model | Total_EDA, other_Data, Modeling |
- Estimated apartment transaction price model (ML)
- January 15, 2024 - Start Date
- January 25, 2024 - Final submission deadline
- It is a regression competition that predicts the actual transaction price at that time, and the evaluation index uses RMSE (Root Mean Squared Error)
- Insert your directory structure
- Input: 9,272 apartment characteristics and transaction information
- Output: Estimated apartment transaction amount for 9,272 inputs
- The duration of the learning data is 1,118,822 (approximately 1.2 million) from January 1, 2007 to June 30, 2023
- Evaluation data consists of information from July 1, 2023 to September 26, 2023, three months after the training data period (9272)
- Focus: Outlier detection, interpolation, and specific columns
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