3Team

Team

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

1. Competiton Info

Overview

• Estimated apartment transaction price model (ML)
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Timeline

• January 15, 2024 - Start Date
• January 25, 2024 - Final submission deadline

Evaluation

• It is a regression competition that predicts the actual transaction price at that time, and the evaluation index uses RMSE (Root Mean Squared Error)

2. Components

Directory

• Insert your directory structure

3. Data descrption

Dataset overview

• 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)

EDA

• Focus: Outlier detection, interpolation, and specific columns
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Other extra Data

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4. Modeling

Model descrition

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5. Result

Leader Board

• 5 / 19
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